Shows
EasyVibeCoding Podcast@yifan_zhang_：RPG 框架統一推導 KL 正規化策略梯度演算法，提升 LLM 推理效能。
Yifan Zhang 等人的 ICLR 2026 論文「On the Des…RPG 框架統一推導 KL 正規化策略梯度演算法，提升 LLM 推理效能。
Yifan Zhang 等人的 ICLR 2026 論文「On the Design of KL-Regularized Policy Gradient Algorithms for LLM Reasoning」提出 RPG (Regularized Policy Gradient) 框架，系統推導並修正大語言模型 (LLM) 在線上強化學習 (RL) 設定下的 KL 正規化策略梯度方法，解決文獻中散亂的 KL 方向、規範化形式與估計器設計問題。論文於 2025 年 5 月 23 日初版，2026 年 2 月 19 日修訂至 v4，並獲 ICLR 2026 接受，今日於里約熱內盧 Riocentro 會議中心 Pavilion 4 發表。作者樂見 V4 與 V3.2 版本採用論文修正的 KL 公式，並建議未來改用 REINFORCE 估計器取代 GRPO，以「IN REINFORCE WE TRUST」強調其可靠性。
RPG 核心貢獻
RPG 提供緊湊統一推導，聚焦離策略 (off-policy) 設定下，各 KL 變體所需的權重，使代理優化目標產生精確的 KL 正規化目標梯度：
統一規範化 (normalized KL) 與非規範化 (unnormalized KL) 形式，證明廣泛使用的 $k_3$ 懲罰即為非規範化 KL。
為前向 (forward) 與反向 (reverse) KL 散度推導策略梯度及代理損失函數。
指定 REINFORCE 風格損失 (使用 stop-gradient 運算子) 等價於全微分代理的條件，適用於線上 RL 透過舊策略 $\pi_{\mathrm{old}}$ 的重要性取樣 (importance sampling)。
辨識並修正 GRPO 的 KL 項離策略重要性權重不匹配問題。
RPG 還引入「RPG-Style Clip」，即 RPG-REINFORCE 中的裁剪重要性取樣步驟，實現大規模穩定離策略策略梯度訓練。
數學推理基準實驗結果
在 AIME2024 與 AIME2025 基準上，RPG-REINFORCE 搭配 RPG-Style Clip 相較 DAPO 基準提升高達 +6 個百分點絕對準確率：
擴展至 8K 上下文長度，於 AIME2025 達 52% 準確率，超越官方 Qwen3-4B-Instruct 模型的 47%。
使用過濾後的「filtered DAPO-Math-17k」資料集微調，評估資料集包括 AIME2024、AIME2025 與 AMC23，所有資料預處理為 .parquet 格式置於 "data/" 資料夾。
RPG 被定位為穩定可擴展的 LLM 推理 RL 演算法，依賴 (a) KL 正確目標、(b) 裁剪重要性取樣、(c) 迭代參考策略更新方案。作者強調，這解決了文獻中 KL 正規化設計的混亂與錯誤，特別批判 GRPO 的權重失配。
程式庫特點與相容性
RPG 程式庫支援全面推導與多樣演算法需求：
全面性：涵蓋前向/反向 KL 的規範化 (KL) 與非規範化 (UKL) 形式。
彈性 RL 設定：提供全微分損失函數 (連結變分推斷) 與 REINFORCE 風格梯度估計器，適用離策略線上設定。
程式庫基於 volcengine/verl 程式碼庫，需 Python 3.10+、PyTorch 2.6.0，相容 MIT 授權。專案頁面：https://github.com/complex-reasoning/RPG；論文：https://arxiv.org/abs/2505.17508；網站：https://complex-reasoning.github.io/RPG。
硬體與安裝需求
推薦 A100 或 H100 GPU，至少 8 張 80G VRAM：
安裝步驟：
- 複製程式庫：git clone https://github.com/complex-reasoning/RPG.git 並進入目錄。
- 遵循 verl 文件：https://verl.readthedocs.io/en/latest/index.html。
- 安裝依賴：pip install -r requirement.txt。
虛擬環境管理依賴為佳。
資料準備細節
使用 pandas DataFrame 模板預處理資料至 .parquet 格式，置於 "data/" 資料夾：
| Key | datasource | prompt | ability | rewardmodel | extra_info |
|-------------|------------------------------|------------------------------------------------------------------------|---------|---------------------------------------------------|----------------------------------------------------------------------------|
| Description| 決定 rollout 結果評估方式的資料來源類型 | Dict: {"content": 嵌入提示模板的問題，"role": "user"} | MATH | Dict: {"groundtruth": 結果字串，"style": "rule-lighteval/MATHv2"} | Dict: {"index": acc@k 重複索引，"raw_problem": 原始問題，"split": None} |
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2026-04-2504 min
The DealMachine Real Estate Investing Podcast481: 6 Steps To Flipping Land VirtuallyRay Zhang breaks down his exact system for flipping infill land virtually—without a team, rehabs, or site visits. In this episode, Ray explains how he’s flipped 500+ lots, generated over $900k in a year, and built a repeatable 6-step process you can run in just a few hours a day. He also shares the simple safety checks he uses to protect deals and avoid costly mistakes. KEY TALKING POINTS:0:00 - Intro0:42 - The 4 Reasons Why Ray Zhang Loves Land4:53 - Ray’s 6 Step System5:58 - Step 1: Market...
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2025-06-2423 min
Be Someone PodcastEPISODE 14: From Homeless to Land Flipping Millions – Ray Zhang's Wild JourneyIn this episode of the Be Someone Podcast, host Michael Hong interviews Ray Zhang, a successful land flipper who shares his journey from being an international student to thriving in the real estate market. Ray discusses the intricacies of self-closing deals, the importance of networking, and the strategies he employs to find and sell land effectively. He emphasizes the significance of mindset, personal growth, and the role of technology in streamlining his business operations. Listeners gain insights into the challenges and rewards of land flipping, as well as practical advice for aspiring investors.Takeaways:
2025-04-191h 17
LandFans™ PodcastDeep Dive: From Homeless to 160 Land Deals in 4 Months – Ray Zhang’s Secret StrategySend us Fan MailFrom homeless to flipping 160 land deals in just 4 months? Ray Zhang's unconventional mass-mailing strategy is sending shockwaves through the industry. While most investors get trapped in analysis paralysis, Ray reveals his shockingly simple approach: mail EVERYONE who owns land in a county and make offers based on assessed value. The results? Multiple free land parcels that netted $45,000 and a system that consistently delivers 1-5 deals DAILY. This isn't just another success story—it's a masterclass in high-volume negotiation that proves the investor who moves fastest wins. Listen now before your competition discovers these ga...
2025-04-0215 min
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2025-02-1304 min
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2024-08-301h 03
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Ascend Your Success PodcastFrom Homeless To Multiple 6 Figures Flipping Land with Ray ZhangSend me a text message!Tune in to this inspiring episode of The Seller Finance Deals Podcast, where I, Wyatt Reed, delve into the transformative world of land flipping with my guest, Ray Zhang. From a challenging past of homelessness to crafting a multiple -figure annual business, Ray's journey is nothing short of remarkable. He shares his transition from flipping furniture and cars to mastering land deals, highlighting the flexibility and profitability of this niche.In our conversation, Ray emphasizes the importance of getting started in real estate without excuses. We explore his strategies for...
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Radio H-E-A-L: Healing Radio with Raina Dawn29 / What's Inner Child Healing for? [Guest Gloria Zhang]I asked Gloria Zhang, of the wildly popular "Inner Child Podcast" to come hang on Ray's Radio and she said YES!
Gloria Zhang is a renowned psychotherapist based in Vancouver BC and teaches a program to those struggling to find healthy relationships and I'm so honoured to have someone of her caliber on my show. Gloria's site is here.
These podcasts are bite-size tools & wisdom with occasional guests :) Did this education help you? Donate credits for Ray's Radio audio editing.
2024-04-1829 min
Real Estate Investing Mastery PodcastDo Deals with Us - LIVE - in St. LouisJoe here from the REI In Your Car Podcast, and today's episode is a bit different—it's an exciting announcement! We're hosting the Do Deals Workshop in St. Louis on May 17-18, and trust me, you won't want to miss it.This two-day workshop is limited to just 30 participants, where you'll learn from seasoned pros Brent Bowers and Ray Zhang, alongside yours truly. We are gonna dive deep into real estate strategies, marketing techniques, and negotiation skills as we guide you through making offers on real deals. And get this—if you land a deal during the work...
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Talking Papers PodcastCameras as Rays - Jason Y. Zhang Talking Papers Podcast Episode: "Cameras as Rays: Pose Estimation via Ray Diffusion" with Jason ZhangWelcome to the latest episode of the Talking Papers Podcast! This week's guest is Jason Zhang, a PhD student at the Robotics Institute at Carnegie Mellon University who joined us to discuss his paper, "Cameras as Rays: Pose Estimation via Ray Diffusion". The paper was published in the highly-respected conference ICLR, 2024.Jason's research hones in on the pivotal task of estimating camera poses for 3D reconstruction - a challenge made more complex with sparse views. His paper proposes an i...
2024-03-1442 min
The Cashflow KingsCFK- Episode 74- Flipping Land with Ray ZhangAre you sending 100,000 mailers a month? Listen to the awesome and steady way in which Ray flips land.
2024-02-1329 min
Coaching Inc with Tom KrolCIP 002: A Step-by-Step Action Guide for Generating $40k in a Month without an Audience or Product with Ray ZhangIf you want to achieve massive results in no time, then you need to listen to today's episode!Ray Zhang may be new to the coaching world, but he certainly knows the ins and outs of his business, making him not only a reliable coach but also a mentor who teaches you straight from experience (no fluff needed!). In his first few months in coaching, he already generated $40k in profits, and today he's going to share with you exactly how he did that.—————Key Takeaways:•[1:25] - Guest introduction•[5:50...
2024-01-2128 min
How Did They Do It? Real EstateSA854 | Virtual Land Flipping and Investing with Ray ZhangWe’re thrilled to have Ray Zhang back on the show to give us more about his land investing business, the current state and potential of land flipping, and more information that help you dominate this investment strategy. There are more tips and in-depth insights to absorb from this episode, so stay tuned and don’t forget to hit the subscribe button to ensure access to more valuable conversations.Key Points & Relevant TopicsThe current state of land flipping and investing in today’s real estate marketLand flipping markets with good opportu...
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2023-12-1535 min
Going Long Podcast with Billy KeelsThe Importance of Having Land in Your Long Distance Investing Portfolio - Ray ZhangGoing Long Podcast Episode 373: The Importance of Having Land in Your Long Distance Investing Portfolio ( To see the Video Version of today's conversation just CLICK HERE. ) In the conversation with today's guest, Ray Zhang, you'll learn the following: [00:27 - 01:53] Show introduction with comments from Billy. [01:53 - 05:58] Guest introduction and first questions. [05:58 - 10:13] The backstory and decisions made that led Ray to this point in his journey. [10:13- 13:08] Ray shares his philosophy on how to get deals done and find Land opportunities. [13:08 - 19:53] Ray...
2023-11-3033 min
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2023-11-2933 min
REIL Talks PodcastEpisode 11 - The Untapped Potential of Land Flipping
Today, we sit down with Ray Zhang, a remarkable land flipper with an inspiring journey. From experiencing homelessness after immigrating to the U.S. to discovering the potential of land investing, Ray's story is one of resilience and ambition. Dive deep with us as we discuss why land flipping might just be the superior investment strategy over house flipping. Ray shares insights on the virtual aspects of land deals, the absence of emotional ties, and the incredible opportunities to obtain land at minimal or no cost. Listen in to discover how Ray's expertise in this niche real estate market...
2023-11-2858 min
Money Ripples PodcastFrom Homeless After Leaving China to 7 Figures Flipping Land with Ray ZhangWant to talk to us about your cash flow situation? Take our Passive Income Calculator and let's chat: https://bit.ly/47i4MPJ Imagine leaving your home country to come to America only to be homeless. That is a challenge most of us will never face, but my guess today Ray Zhang was in this position. He did all he could to work his way into having a home and steady income - From flipping furniture to flipping land, his journey is one for the books! Listen to today's podcast episode and hear his story into the land flipping business...
2023-11-1726 min
The Al Nicoletti ShowLearn The Land Flipping Business with Ray Zhang7 Figure Land Flipper, Ray Zhang is joining The Al Nicoletti Show! Ray has been flipping land for over ten years and will be sharing all his tricks to the trade. He will be sharing how to choose a market, evaluate deals, how to make offers, and so much more! Tune in to learn more about the current state of the real estate market, discover new trends, and learn tips and tricks from the biggest names in the industry!FACEBOOK: facebook.com/flattorneynicolettiINSTAGRAM: instagram.com/attorneynicolettiYOUTUBE: Al Nicoletti - YouTubeLINKEDIN: l...
2023-10-3046 min
LandFans™ PodcastHow Anyone Can Flip Land in Any Market, from the Comfort of Your Home with Ray Zhang!Send us Fan MailJoin us on a riveting episode of OnlyLandFans, where we unravel the secrets of successful land flipping, even from the comfort of your own home. Our special guest, Ray Zhang, shares his incredible journey from hardship to thriving in the land flipping business.In this episode, you'll discover how Ray transitioned from struggling in various real estate niches to finding his stride in the land market. He shares his firsthand experiences, including the setbacks and costly lessons, which ultimately led him to land flipping success.Ray Zhang's remarkable story...
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2023-09-221h 15
The DealMachine Real Estate Investing Podcast050: $15,000 in Three Days: Ray Zhang's Inspiring Start Into Real Estate InvestingEleven years ago, Ray moved to this country and faced homelessness, living in his Toyota Camry in Hawaii. Focusing on wholesaling, Ray turned a thousand dollars into $2500 on his very first deal virtually in Colorado, and within four months, he had flipped 150 pieces of land, making $15,000 in just three days at one point. This episode is a must-listen for anyone who feels trapped in their current job and dreams of building a life they love. Learn about the proven business model of wholesaling real estate and how you too can change your life, just like Ra...
2023-09-1832 min
Austin Real Estate InvestingRay Zhang - Nationwide Land InvestorRay Zhang is a full-time land flipper who is originally from China and now lives in Florida. Ray just recently closed a deal in Travis County & over the past 5 years he's flipped over 400 infill land; all from the comfort of his own home!
For more info:
LandFlipInc.com
IG/Tiktok: VirtualFlipLand
The Moorhead Team is excited to bring you information about investing in real estate in the Central Texas area! More information can be found at our website at www.themoorheadteam.com and our YouTube page The Moorhead Team. We’re always aiming to bring you g...
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2023-08-211h 48
The Dean Rogers ShowReal Estate Success Stories: Ray Zhang - Ep. 97Join us as we delve into Ray's inspiring journey of triumph in the real estate world. Gain valuable insights into his strategies, challenges, and remarkable achievements. Don't miss this chance to learn from a true industry expert and get motivated for your own real estate endeavors.
2023-08-0105 min
The Same Day PodcastHow To Work Two Hours a Day by Flipping LandRay Zhang is the Founder of LandFlip Inc, which helps investors build successful land flipping businesses from scratch. As a renowned seven-figure land flipper, he specializes in virtual land flipping, having closed more than 300 deals nationwide. After exhausting his resources on traditional real estate investment methods, Ray discovered his niche in land flipping, and his largest deal amassed a return of nearly 1,000%. In this episode… Real estate investing comes with many regulations, terms, and implicit agreements, sometimes leaving investors without much latitude. For instance, investors risk losing a deal when they make a discounted offer on...
2023-07-0433 min
The Fried Egg Golf PodcastThe Rose Zhang HypecastRose Zhang won her first LPGA Tour start as a pro. That calls for a full episode of discussion. Garrett and Meg kick things off by talking about Rose's most impressive shots at the Mizuho Americas Open, her playing style, and her attitude. They also caution against putting absurd expectations on her 20-year-old shoulders. Later, Justin Ray joins the pod (20:07) to talk about his favorite Rose Zhang stats, and Brendan Quinn drops in (36:40) to discuss his excellent recent profile of Rose. Garrett and Meg close the episode (1:08:34) with a couple of recommendations.See omnystudio.com/listener for...
2023-06-061h 13
REIClub | Real Estate Investing PodcastRay Zhang is the American Dream 🇺🇸Immigrant. Homeless. Determined. Successful. Ray Zhang achieved The American Dream for himself and his family through hard work, persistence, and real estate investing. Ray moved to America back in 2012 and while he landed in paradise, his life wasn't smooth sailing by any means. He became homeless quickly, but through his persistence he was able to start flipping & reselling furniture & cars to get by. With that kind of work ethic, it shouldn't be a surprise that once Ray got into real estate he made six figures on his first 2 deals. After this episode, you'll s...
2023-05-2528 min
Podcast Archives – Real Estate DisruptorsFrom Homeless to 7-Figure Flipping Land, Working 4 Hours a Day
On this episode of our podcast, Ray Zhang, founder of LandFlip INC, shares his story of going from homelessness to 7-figure success in real land flipping and achieving a work-life balance by working just 4 hours a day.
From Homeless to 7-Figure Flipping Land, Working 4 Hours a Day | Video Replay
From Homeless to 7-Figure Flipping Land, Working 4 Hours a Daystate Fund
From Homeless to 7-Figure Flipping Land, Working 4 Hours a Day
Ray Zhang is a renowned 7-figure land flipper nationwide. As the founder of LandFlip INC, Ray...
2023-04-291h 19
DisruptorsFrom Homeless to 7-Figure Flipping Land, Working 4 Hours a Day
On this episode of our podcast, Ray Zhang, founder of LandFlip INC, shares his story of going from homelessness to 7-figure success in real land flipping and achieving a work-life balance by working just 4 hours a day.
From Homeless to 7-Figure Flipping Land, Working 4 Hours a Day | Video Replay
From Homeless to 7-Figure Flipping Land, Working 4 Hours a Daystate Fund
From Homeless to 7-Figure Flipping Land, Working 4 Hours a Day
Ray Zhang is a renowned 7-figure land flipper nationwide. As the founder of...
2023-04-291h 19Axis Of KombatAxis Of Kombat - Ep.9 | UFC Kansas City: Holloway vs Allen | Joyce vs Zhang | UFC 287 RecapAT THE BUZZER!Jugo & Boogie are back again with a full card breakdown of UFC Kansas City: Max Holloway vs Arnold Allen from a betting perspective. Mike & Ray dive into some boxing with Joe Joyce vs Zhilei Zhang, & also recap last week's eventful fights from UFC 287: Alex Pereira vs Israel Adesanya 2, Shakur Stevenson vs Shuichiro Yoshino, Jesse Rodriguez vs Cristian Gonzalez, & PFL 2AXIS OF KOMBAT - TIMESTAMPS(00:00:00) - Intro(00:00:24) - PSA(00:02:03) - Betting Recap(00:08:07) - UFC Kansas City Preview(00:08:50) - Joselyne Edwards vs Lucie Pudilová(00:12:30) - Gaston Bolaños vs...
2023-04-141h 33
Business of WholesalingScaling Fast: Ray Zhang’s Secrets to Real Estate ProfitsThis week Drew sits down with Ray Zhang! Ray is in the business of flipping land, and his company net profits from 2022 was around $900k, with ONLY about 2-3 hours of work a day!He started doing land deals about 4 years ago, and it literally changed his life because he can do it from anywhere in the world! Don't forget to hit subscribe to be up to date with all the latest from the Business of Wholesaling Podcast! Visit: leadzolo.com & ...
2023-03-2841 min
Average Joe Finances175. How Land Flipping can Make You Wealthy with Ray ZhangJoin Mike Cavaggioni with Ray Zhang on the 175th episode of the Average Joe Finances Podcast. Ray shares his expertise in land flipping, how it works, and some of the benefits of flipping land as a business.In this episode, you’ll learn:Ray's journey from Car-Flipping to Land-Flipping.The process of finding, purchasing, selling and flipping land.The strategies to successfully flip land in multiple markets and maximize ROI. The benefits of land flipping.And so much more!About Ray Zhang:Ray Zhang is a real estate investor who...
2023-03-2629 min
We Love Equity Real Estate ShowHow To Start Wholesaling Land w/ Ray Zhang | W.L.E.R.E #102Welcome to today's episode of We Love Equity Real Estate Show. Our today's guest is Ray Zhang, who has an inspiring story to share with us. Ray came to the country 11 years ago, and after facing homelessness, he began to flip things to make a living. Four years ago, he started flipping land, and that's when everything took off for him. Ray has been successful in his wholesaling land business and is here today to share his strategies with us. So, without further ado, let's welcome Ray to our show. Key Takeaways:
2023-03-2048 minWe Love Equity Real Estate ShowHow To Start Wholesaling Land w/ Ray Zhang | W.L.E.R.E #102Welcome to today's episode of We Love Equity Real Estate Show. Our today's guest is Ray Zhang, who has an inspiring story to share with us. Ray came to the country 11 years ago, and after facing homelessness, he began to flip things to make a living. Four years ago, he started flipping land, and that's when everything took off for him. Ray has been successful in his wholesaling land business and is here today to share his strategies with us. So, without further ado, let's welcome Ray to our show. Key Takeaways:
2023-03-2048 minThe Dean Rogers ShowThe Ray Zhang Interview - Ep. 50In today's episode of The Dean Rogers Show, I'm joined by Real Estate Investor Ray Zhang as he tells the story of how he went from a homeless Chinese immigrant to finding his passion for Real Estate and becoming a successful investor. His story is so inspiring and I'm sure a lot of us can learn from it. Let's go!
2023-03-1733 min
The Real Estate Ballers ShowFlipping Land in 45 Markets with Ray ZhangWelcome to the Real Estate Ballers Show. In this episode, Vee has joined by Ray Zhang as he provides tips and tricks you need to succeed in flipping land in 45 markets. Learn the strategies and tips you need to know to successfully flip land in multiple markets and maximize your return on investment. Vee, the founder of REBallers, is a franchise owner and a Developmental Agent of HomeVestors “We Buy Ugly Houses”. Today, Vee is actively buying and selling properties in Houston, Austin, San Antonio, and Corpus Christi, TX while growing her rental portfol...
2023-03-1422 min
The REI Diamonds Show-Real Estate Investment PodcastEpisode 211: Recession Proof Land Flipping with Real Estate Investor Ray ZhangEpisode: Recession Proof Land Flipping with Real Estate Investor Ray ZhangGuest: Ray Zhang is a real estate investor who has gone from being homeless when he first came to the U.S. to becoming a remarkable success in flipping land over the last nine years. Today, he teaches others how to succeed in land flipping along with other real estate investments. Join Ray as he shares his secrets to land-flipping success, his journey throughout the way, and even how he uses free tools such as Google Sheets, Zillow, and Redfin to generate profitable deals.
2023-02-2854 min
Profit First for Real Estate Investors with David RichterImplementing Profit First Principles From The Start Helped Ray Zhang’s Land Business Thrive & GrowThroughout any investor’s journey, there is a point of struggle where giving up becomes more and more tempting as a solution. The people who decide to push on are the ones who learn that struggling doesn’t mean you can no longer succeed—our guest today is proof of that.Ray Zhang moved to America 11 years ago with only $3,000 in his pocket, even having to live in a car for a while. Now he is a successful investor, starting with flipping and wholesale and moving into the land investing niche alongside his other businesses.Tune i...
2023-02-2727 min
Wine & Real Estate Unplugged: Uncorking the Secrets of Wealth and Property InvestmentEpisode 148: Wine & Real Estate — The Virtual Land Flipper: Learn How to Flip Land RemotelyJOIN US IN PURA VIDA 2023! Reserve Your Spot Now! https://www.investinpuravida.com/
Join The CREIC (The Creative REI Community) for more about investing in real estate and other strategies: https://bit.ly/3wSmrxT
Guest: Ray Zhang
Ray has been doing real estate for a couple of years, mainly focusing on infill land flips, this year their net profit is about 1M, with about 3-4 hours of work daily. It is a niche mainly focusing on buying land at 40 cents on the dollar, and selling back to the market at around 90 cents.
2023-02-2327 min
Wealthy AF PodcastMaking Money through Land Investing (w/ Ray Zhang)Send us Fan MailReal Estate Investor and Mentor - Ray Zhang migrated from China and came to the US to further his studies. He went from sleeping in his car to making huge passive income through Land Investing. Joined by my co-host/business partner - Dr. Dannielle Vonderlinden, we break down Ray's journey and mindset to his current success in the land flipping business.Learn How to Get Your First Deal in 60 Days or Less!http://linktr.ee/ElitestrategistRAY ZHANG'S SOCIALSINSTAGRAM: https...
2023-02-1026 min
The Deal FarmFlipping Land With Ray ZhangOn this episode of the Deal Farm®, Kevin and Ken have a great conversation with Ray Zhang about his system for buying and selling infill lots in multiple markets around the country. The interview leads to an educational conversation between Kevin and Ken on the differences between building income and building wealth and the importance of balancing the two. Hope you enjoy! Don't forget to connect with Ray on Instagram - @virtualflipland
2023-02-0831 min
The Mentor PodcastFrom Homeless to Seven Figures, with Zhang RayZhang Ray came to the country about 11 years ago. He was homeless for about 3 months after that. He then started the flipping journey. Ray first started to pick up free stuff on Craigslist and flip, then moved on to cars. About 4 years ago, he started to flip land virtually, and last year his net profit was about $900k just from flipping land. What you'll learn about in this episode: How Zhang Ray went from homeless with $3,000 to his name to running a seven-figure business Why Zhang sticks to direct mail to get all of...
2023-02-0826 min
The Mentor PodcastFrom Homeless to Seven Figures, with Zhang RayZhang Ray came to the country about 11 years ago. He was homeless for about 3 months after that. He then started the flipping journey. Ray first started to pick up free stuff on Craigslist and flip, then moved on to cars. About 4 years ago, he started to flip land virtually, and last year his net profit was about $900k just from flipping land. What you'll learn about in this episode: How Zhang Ray went from homeless with $3,000 to his name to running a seven-figure business Why Zhang sticks to direct mail to get all of...
2023-02-0826 min
Real Estate Investing Mastery PodcastMORE Land Flipping Secrets Revealed by Expert Ray Zhang! » 1204Ray Zhang is back for part two of our conversation on flipping vacant land. Ray’s a land-investing ninja who lives in Florida and does a lot of deals there. The link to part one is below, so check that out if you missed it. In that episode, we took a deep dive into how to pick the right counties and markets and how to make offers. We got a ton of great feedback and here, we get into all the different ways to do vacant land deals. You’ll also hear from my business partner, Matt, who has lear...
2023-02-0648 min
The Equity Builders Club PodcastRay Zhang’s Guide to Virtual Land FlippingMeet Ray Zhang, one-time car flipper who tried his hand at virtual land flipping. With over 300 successful deals in 4 years from the comfort of his own home, Ray shares his secrets with us in this episode.
With a return of almost 1000% on one of his biggest deals, Ray tells us the ins and outs of his virtual land flipping model, and his comprehensive guide on launching your own successful journey from scratch.
Buckle up and get ready for a ride through the world of virtual land flipping with Ray at the helm!
What we...
2023-02-0122 min
The REtipster Podcast | Land Investing & Real Estate StrategiesHow Ray Zhang Went From Homeless to Millionaire With His Land Flipping Business149: I recently got an email from a guy named Ray Zhang.(Show Notes: REtipster.com/149)In the email, he told me he has been doing real estate for a couple of years, mainly focusing on infill land flips, and this year his net profit is about $1 million, with about 3-4 hours of work per day.His niche is similar to most of the land investors in the REtipster Community; he focuses on buying land at around 40 cents on the dollar and selling it back to the market...
2023-01-311h 01Austin Real Estate InvestingRay Zhang - Full time Nationwide Land FlipperRay Zhang is originally from China and now lives in Florida. He's been investing for 10 years - 4 years in land. His impressive portfolio has an extensive amount of land, including over 300 land flips!
For more on Ray, check him out here:
Instagram: VirtualFlipLand
The Moorhead Team is excited to bring you information about investing in real estate in the Central Texas area! More information can be found at our website at www.themoorheadteam.com and our YouTube page The Moorhead Team. We’re always aiming to bring you great free content about investing in real es...
2023-01-2618 min
Your Happy Place PodcastFlipping land with Ray ZhangYou've heard of flipping houses but have you ever heard of flipping land?In this week's episode Ray Zhang lets us behind the scenes on what flipping land is and how he got started. He also shares tips on how you could get started and what to look for.
2023-01-2518 min
Raising Private Money with Jay ConnerHow Ray Went From Homeless to Earning $900,000 in 2023Ray Zhang has been a determined real estate investor for nearly 7 years, but his journey has not been without its challenges. He has dipped into nearly every aspect of property investing but struggled to find success, even after spending over $150,000 on various programs and coaching.That was until Ray discovered the world of land investing—a complete game-changer for him. Finally finding his niche, he has successfully closed over 300 deals across the nation, all from the comfort of his own home. One of his biggest deals even resulted in a return of 1000%. Ray joins us tod...
2023-01-2327 minHow Did They Do It? Real EstateSA606 | Transform Vacant Lots Into Income-Generating Properties with Ray ZhangToday’s episode will feature the advantages of buying and selling infill lots and how you can do it remotely. Listen to Ray Zhang as he shares how he got into land flipping, why he decided to invest in it, plus strategies to distinguish highly-valuable land deals. Tune in to add this risk-mitigated niche to your investment portfolio!Key Takeaways to Listen forInvesting distractions and why you shouldn’t let them bother youWhat you need to know to start your land flipping businessMetrics to look for in a market before purchasing an empt...
2023-01-1130 min
Nationwide Real Estate MasteryEpisode 26. How To Flip Land And Make 6-7 Figures In Today's Market with Ray Zhang!Ray Zhang came to the country 10 years ago without speaking any English. Being homeless for almost 3 months and started to learn the game of real estate investing.
Ten years later in 2022, Ray's Company netted almost 1 million dollars doing one small niche in real estate - Vacant Land flipping. Moreover, he only does 2-3 hours daily work on his land flipping business, and now he is willing to share all of his secrets...
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📞 Book a Call Today Let's Close Deals Together! Schedule a 15 minute discovery call with me personally if you are looking for One...
2023-01-0334 min
New Heights Fellowship Baptist church of East ToledoGlory Be! Psalm 100In this message from New Heights Fellowship Baptist Church of East Toledo Pastor Daniel Stevenson speak from Psalm 100 on giving God the glory He deserves. #reachingnewheightsinjesusclick to listen:https://rss.com/podcasts/newheightstoledo/742464/The picture is from Dreamstime.com: 20625260 © Yunhao Zhang | Dreamstime.comIf you are looking for royalty free images, audio, or video check out Dreamstime,com and use our affiliate and anything you use will result in a percentage (at no cost to you) coming back to the ministry through Amaldan Inc. For other opportunities to given in ways like t...
2022-12-131h 10
Epic Real Estate InvestingLand Investing the Right Way w⧸ Ray ZhangThe housing market is one of the best ways to make your business grow. But is it the easiest one? Certainly not. In today’s episode, Matt talks with a special guest, Ray Zhang, who found his niche in the market by buying and selling land. What are the differences between closing small and big deals? Listen to this episode and find out the answer to that and many more.Are you ready?Let’s go! Learn more about your ad choices. Visit megaphone.fm/adch...
2022-12-0637 min
Epic Real Estate InvestingLand Investing the Right Way w⧸ Ray Zhang | 1248The housing market is one of the best ways to make your business grow. But is it the easiest one? Certainly not. In today’s episode, Matt talks with a special guest, Ray Zhang, who found his niche in the market by buying and selling land. What are the differences between closing small and big deals? Listen to this episode and find out the answer to that and many more. Are you ready? Let’s go! Learn more about your ad choices. Visit megaphone.fm/adchoices
2022-12-0636 minEpic Real Estate InvestingLand Investing the Right Way w⧸ Ray Zhang | 1248The housing market is one of the best ways to make your business grow. But is it the easiest one? Certainly not. In today’s episode, Matt talks with a special guest, Ray Zhang, who found his niche in the market by buying and selling land. What are the differences between closing small and big deals? Listen to this episode and find out the answer to that and many more. Are you ready? Let’s go! Learn more about your ad choices. Visit megaphone.fm/adchoices
2022-12-0636 minEpic Real Estate InvestingLand Investing the Right Way w⧸ Ray ZhangThe housing market is one of the best ways to make your business grow. But is it the easiest one? Certainly not. In today’s episode, Matt talks with a special guest, Ray Zhang, who found his niche in the market by buying and selling land. What are the differences between closing small and big deals? Listen to this episode and find out the answer to that and many more.Are you ready?Let’s go! Learn more about your ad choices. Visit megaphone.fm/adch...
2022-12-0636 min
Passive Real Estate Investing with MavericksFrom Homeless to Netting 1M in the Land Niche with Ray ZhangTo access a FREE collection of resources, go to www.RealGritVault.com Know how to take advantage of the virtual age in real estate and create an efficient income source in today’s episode with Ray Zhang. Stay tuned to improve your investment portfolio as we discuss investing in land property, its marketability, and the power of hard work in real estate. Key Takeaways From This Episode Land properties vs. houses in terms of virtual marketability Advantages of land investing A method you can use to identify the value of a lan...
2022-12-0526 min
Send More Offers Real Estate ShowAn Incredible New Way to Generate Massive Profits with Land InvestingSome people would have you believe that land can't generate a passive income (like rental properties do), and those people are undoubtedly WRONG because a piece of land is almost certain to gain value if you can sell it right and put suitable systems in place. Land real estate also has the potential to appreciate, making it a profitable investment. We invited land master Ray Zhang on the show to spill out his secret sauce on how he can generate $50,000-$60,000 a month by using his unique marketing method. This strategy is fresh, quick, and guaranteed the...
2022-12-0542 min
Astro arXiv | all categoriesFirst wide field-of-view X-ray observations by a lobster eye focusing telescope in orbitFirst wide field-of-view X-ray observations by a lobster eye focusing telescope in orbit by C. Zhang et al. on Monday 21 November
As a novel X-ray focusing technology, lobster eye micro-pore optics (MPO)
feature both a wide observing field of view and true imaging capability,
promising sky monitoring with significantly improved sensitivity and spatial
resolution in soft X-rays. Since first proposed by Angel (1979), the optics
have been extensively studied, developed and trialed over the past decades. In
this Letter, we report on the first-light results from a flight experiment of
the Lobster Eye Imager for Astronomy ($LEIA$), a pathfinder of the...
2022-11-2200 minWholesaling Inc with Brent DanielsWIP 1085: How to Win - From Being Homeless and Broke to Doing $84,000 Land DealsRay Zhang is an incredible guy and a seven-figure land investor who has achieved massive success through hard work and sheer determination. But it was not always rainbows and butterflies for Ray... Ray used to be homeless. Struggling to make ends meet, roaming around, picking up mattresses on the street and selling them for profit. But with his hard work and determination, Ray transitioned from zero to massive wealth in real estate quickly! Now he's on track to netting $800,000, thanks to lot's of hard work, and some very unique strategies around land investing that he...
2022-11-1826 min
Real Estate Investing Mastery PodcastHow Ray Zhang Made Over $800k (net) Flipping Vacant Land Virtually » 1178Ray Zhang went from being homeless to netting over $800K in vacant land deals and here, we get into all the details about how he did it. The market is changing and every day, more and more people are shifting to flipping vacant land instead of houses. Even though we’re in a recession and there’s a ton of panic, people are still buying and selling. Whether you’re wholesaling deals or selling them with owner financing, it’s a recession-proof strategy. All you have to do is adjust your offers accordingly.Ray walks us through the tool...
2022-10-1054 min
One Heat Minute ProductionsA SERIOUS DISC AGREEMENT: IMPRINT FILMS - COLLABORATIONS: THE CINEMA OF ZHANG YIMOU & GONG LIImprint Companion is the only podcast on the Australian Internet about "DVD Culture."Hang onto your slipcases because Alexei Toliopoulos (Finding Drago, Total Reboot) and Blake Howard (One Heat Minute) team up to unbox, unpack and unveil upcoming releases from Australia's brand new boutique Blu-Ray label Imprint Films. This is a special episode all about the release of the year Collaborations: The Cinema of Zhang Yimou & Gong Li. THE EPIC COLLABORATIONS OF ZHANG YIMOU, ONE OF THE CINEMA’S GREATEST AUTEURS, AND ACCLAIMED CHINESE ACTRESS GONG LI IN LIMITED BLU-RAY EDITION, NOW FOR PRE-ORDER!Th...
2021-11-1245 min
Imprint CompanionOCTOBER 2021: COLLABORATIONS: THE CINEMA OF ZHANG YIMOU & GONG LIImprint Companion is the only podcast on the Australian Internet about "DVD Culture."Hang onto your slipcases because Alexei Toliopoulos (Finding Drago, Total Reboot) and Blake Howard (One Heat Minute) team up to unbox, unpack and unveil upcoming releases from Australia's brand new boutique Blu-Ray label Imprint Films. This is a special episode all about the release of the year Collaborations: The Cinema of Zhang Yimou & Gong Li. THE EPIC COLLABORATIONS OF ZHANG YIMOU, ONE OF THE CINEMA’S GREATEST AUTEURS, AND ACCLAIMED CHINESE ACTRESS GONG LI IN LIMITED BLU-RAY EDITION, NOW FOR PRE-ORDER!Th...
2021-11-1245 min
We Have a HulkShang-Chi and the Legend of the Ten Rings Review + Jayden Zhang InterviewIn our latest episode we review the upcoming Marvel flick - Shang-Chi and the Legend of the Ten Rings, along with interviewing star Jayden Zhang. We also discuss the latest film releases including Annette, Candyman, The Night House & Reminiscence, along with TV shows Nine Perfect Strangers & Cruel Summer.00:00 - 22:55 AHWTH22:55 - 41:40 Shang-Chi Spoiler Free Review41:40 - 48:13 Jayden Zhang Shang-Chi Interview48:13 - 51:55 OutroFollow We Have a Hulk:Twitter - twitter.com/wehaveahulkInstagram - instagram.com/wehaveahulkpod
2021-09-0251 min
Random WalksBreaking ceilings in life and science with Amy Zhang (UW Seattle)In this episode, I converse with Prof. Amy X. Zhang, an assistant professor at the University of Washington's Allen School of Computer Science and Engineering. Previously, she was a Postdoc at Stanford University's Computer Science Department after completing her Ph.D. at MIT CSAIL in 2019, where she received the George Sprowls Best Ph.D. Thesis Award at MIT in computer science. During her Ph.D., she was an affiliate and 2018-19 Fellow at the Berkman Klein Center at Harvard University, a Google Ph.D. Fellow, and an NSF Graduate Research Fellow.Amy received an M.Phil. in Computer Science...
2021-08-2549 min
two be honesti AM a ray of sunshine!Since Amy and Grace have recently been living on the summertime high, this episode will be all about optimism! Listen in as they discuss the pros and cons of being optimistic, what makes an optimistic person, and how to become one yourself.
2021-07-2625 min
Heroes PodcastHealthy Heart Specialist HSIG - Backlinks Non Indexed 7 - July 13https://canvas.instructure.com/eportfolios/149856/Home/Xray_Scan_for_Back_Pain
https://canvas.instructure.com/eportfolios/149856/Home/YOUR_GUIDE_TO_COLONOSCOPY
https://canvas.instructure.com/eportfolios/149856/Home/Whats_in_store_for_An_Endoscopy_and_How_to_Prepare_for_It
https://www.tapatalk.com/groups/renaigroupdiscussion/heart-health-get-screened-by-a-good-cardiologist-i-t2.html
https://www.bloglovin.com/@carmenong/check-this-5-common-scans-to-check-your-heart
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https://www.bloglovin.com/@carmenong/read-your-guide-to-colonoscopy
https://www.bloglovin.com/@carmenong/expectation-in-an-endoscopy-how-to-prepare
https://www.bloglovin.com/@carmenong/how-faster-mri-scans-can-transform-radiology
https://www.bloglovin.com/@carmenong/5-truths-you-shouldnt-hide-from-your-cardiologist
https://canvas.mooc.upc.edu...
2021-07-1301 minHeroes PodcastHealthy Heart Specialist HSIG - Backlinks Non Indexed 3 - July 13https://hodbloghub.bladejournal.com/post/2021/04/12/CT-Scan-versus-X-ray-Uses%2C-Cost%2C-Risks-and-More
https://hodbloghub.bladejournal.com/post/2021/04/12/5-Common-Scans-to-Check-Your-Heart
https://hodbloghub.bladejournal.com/post/2021/04/12/X-ray-Scan-for-Back-Pain
https://hodbloghub.bladejournal.com/post/2021/04/12/Your-Guide-to-Know-Colonoscopy
https://hodbloghub.bladejournal.com/post/2021/04/12/What-s-in-Store-for-An-Endoscopy-and-How-to-Prepare-for-It
https://anchor.fm/officialhodpodcast/episodes/X-ray-Scan-for-Back-Pain-eunotr
https://anchor.fm/officialhodpodcast/episodes/Whats-in-store-for-An-Endoscopy-and-How-to-Prepare-for-It-eunovm
https://ameblo.jp/smartwriter/entry-12668279563.html
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https://www.bloglovin.com/@simonsee/heart-health-get-yourself-screened-by-a-good
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https://www.bloglovin.com/@simonsee/how-faster-mri-scans-can-transform-radiology
2021-07-1301 minHeroes PodcastHealthy Heart Specialist HSIG - Backlinks Non Indexed 2 - July 13https://penzu.com/p/4009a464
https://penzu.com/p/c9aedad2
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https://contentbuckets.mystrikingly.com/blog/ct-scan-vs-x-ray-uses-cost-risks-and-more
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http://www.fxstat.com/en/user/profile/hodmysg-256911/blog/35827755-Things-to-Know-on-Between-CT-Scan-and-X-ray
http://www.fxstat.com/en/user/profile/hodmysg-256911/blog/35827757-5-Common-Scans-to-Check-Your-Heart
http://www.fxstat.com/en/user/profile/hodmysg-256911/blog/35827758-X-ray-Scan-for-Back-Pain
http://www.fxstat.com/en/user/profile/hodmysg-256911/blog/35827760-Colonoscopy:-Guide-to-Help-You
http://www.fxstat.com/en/user/profile/hodmysg-256911/blog/35827763-Whats-in-Store-for-An-Endoscopy-and-How-to-Prepare-for-It
https://dailygram.com/index.php/profile-302207
2021-07-1301 minHeroes PodcastHealthy Heart Specialist HSIG - Backlinks Non Indexed - July 13https://ameblo.jp/smartwriter/entry-12667315671.html
https://ameblo.jp/smartwriter/entry-12667315989.html
https://www.bloglovin.com/@simonsee/ct-scan-vs-x-ray-their-uses-cost-risks-more
https://www.bloglovin.com/@simonsee/check-this-5-common-scans-to-check-your-heart
https://www.bloglovin.com/@simonsee/x-ray-scan-for-back-pain
https://www.bloglovin.com/@simonsee/read-your-guide-to-colonoscopy
https://www.bloglovin.com/@simonsee/expectation-in-an-endoscopy-how-to-prepare
http://hodmalaysiagan.home.blog/2021/04/08/things-you-have-to-know-between-ct-scan-and-x-ray/
http://hodmalaysiagan.home.blog/2021/04/08/5-main-scans-to-check-your-heart/
http://hodmalaysiagan.home.blog/2021/04/08/what-you-have-to-know-on-x-ray-scan-for-back-pain/
http://hodmalaysiagan.home.blog/2021/04/08/colonoscopy-information-guide-for-you/
http://hodmalaysiagan.home.blog/2021/04/08/endoscopy-expectation-and-preparation/
https://penzu.com/p/4431ea90
https://penzu.com/p/44e2a9ac
2021-07-1301 min