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# ![@predict_addict Avatar](https://lunarcrush.com/gi/w:26/cr:twitter::1464965267830804482.png) @predict_addict Valeriy M., PhD, MBA, CQF

Valeriy M., PhD, MBA, CQF posts on X about prediction, mercado libre, okx, abn amro the most. They currently have XXXXXX followers and 1489 posts still getting attention that total XXXXX engagements in the last XX hours.

### Engagements: XXXXX [#](/creator/twitter::1464965267830804482/interactions)
![Engagements Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1464965267830804482/c:line/m:interactions.svg)

- X Week XXXXXX -XX%
- X Month XXXXXXX +143%
- X Months XXXXXXX -XX%
- X Year XXXXXXXXX -XX%

### Mentions: XX [#](/creator/twitter::1464965267830804482/posts_active)
![Mentions Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1464965267830804482/c:line/m:posts_active.svg)


### Followers: XXXXXX [#](/creator/twitter::1464965267830804482/followers)
![Followers Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1464965267830804482/c:line/m:followers.svg)

- X Week XXXXXX +0.56%
- X Month XXXXXX +1.90%
- X Months XXXXXX +11%
- X Year XXXXXX +51%

### CreatorRank: XXXXXXX [#](/creator/twitter::1464965267830804482/influencer_rank)
![CreatorRank Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1464965267830804482/c:line/m:influencer_rank.svg)

### Social Influence [#](/creator/twitter::1464965267830804482/influence)
---

**Social category influence**
[countries](/list/countries)  [stocks](/list/stocks)  [exchanges](/list/exchanges)  [social networks](/list/social-networks)  [finance](/list/finance) 

**Social topic influence**
[prediction](/topic/prediction), [mercado libre](/topic/mercado-libre), [okx](/topic/okx), [abn amro](/topic/abn-amro), [blackrock](/topic/blackrock), [applied](/topic/applied), [finance](/topic/finance), [finland](/topic/finland), [mauritius](/topic/mauritius), [french polynesia](/topic/french-polynesia)

**Top assets mentioned**
[BlackRock Inc (BLK)](/topic/blackrock)
### Top Social Posts [#](/creator/twitter::1464965267830804482/posts)
---
Top posts by engagements in the last XX hours

"Kari Karhunen A quiet Finnish mathematician working in postwar isolation. While Finland was cut off by ice and Iron Curtain politics he cracked the code for decomposing randomness into pure signals. His KarhunenLove transform was pure untouchable genius"  
![@predict_addict Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1464965267830804482.png) [@predict_addict](/creator/x/predict_addict) on [X](/post/tweet/1945189583957758396) 2025-07-15 18:31:51 UTC 34K followers, XX engagements


"Just a few of the firms where alumni work: BlackRock ABN AMRO Squarepoint Capital StateFarm BBVA Citadel Monzo OKX Mercado Libre and many more"  
![@predict_addict Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1464965267830804482.png) [@predict_addict](/creator/x/predict_addict) on [X](/post/tweet/1943687311889203597) 2025-07-11 15:02:21 UTC 34K followers, XX engagements


"In the figure below each colored curve is a learned shapelet discovered from the classic Trace dataset where the goal is to classify different types of industrial signal behaviors"  
![@predict_addict Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1464965267830804482.png) [@predict_addict](/creator/x/predict_addict) on [X](/post/tweet/1944754246852772287) 2025-07-14 13:41:58 UTC 34K followers, XX engagements


"✨ Guatemala Andorra and Bolivia  Small markets big curiosity. When forecasting knowledge spreads this wide you know somethings shifting. Forecasting isnt just for economists and analysts anymore"  
![@predict_addict Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1464965267830804482.png) [@predict_addict](/creator/x/predict_addict) on [X](/post/tweet/1945552359817449890) 2025-07-16 18:33:23 UTC 34K followers, XX engagements


"🚀 Conformal Prediction is gaining real traction in finance. From global asset managers and banks to hedge funds and cutting-edge fintechs demand for robust uncertainty estimation is growing rapidly and Applied Conformal Prediction alumni are already making an impact"  
![@predict_addict Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1464965267830804482.png) [@predict_addict](/creator/x/predict_addict) on [X](/post/tweet/1943687290204598769) 2025-07-11 15:02:16 UTC 34K followers, XXX engagements


"Why was SMOTE never used in winning solutions for Kaggle competitions The answer is simple: it doesnt work. Turns out this was discussed on stack exchange couple of years back and here is what some of the Kaggle grandmasters had to say"  
![@predict_addict Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1464965267830804482.png) [@predict_addict](/creator/x/predict_addict) on [X](/post/tweet/1934673693491310938) 2025-06-16 18:05:27 UTC 34K followers, XXX engagements


"Why are people in these unexpected places tuning into forecasting ✨ Mauritius  A tiny island with a growing fintech scene and a reputation for strategic planning. Punching way above its weight"  
![@predict_addict Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1464965267830804482.png) [@predict_addict](/creator/x/predict_addict) on [X](/post/tweet/1945552316213444754) 2025-07-16 18:33:13 UTC 34K followers, XX engagements


"The future isnt just coming to Silicon Valley or Wall Street. Its coming to Main Street in the Carolinas and theyre getting ready. #Forecasting #NorthCarolina #FutureReady #DataDrivenDecisions #BooksWithReach #GrowthMindset"  
![@predict_addict Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1464965267830804482.png) [@predict_addict](/creator/x/predict_addict) on [X](/post/tweet/1945476746926592443) 2025-07-16 13:32:56 UTC 34K followers, XXX engagements


"I already knew "Mastering Modern Time Series Forecasting was something specialbut hearing people call it "pure dope" and askiing for unpublished chapters has absolutely made my day 🙌"  
![@predict_addict Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1464965267830804482.png) [@predict_addict](/creator/x/predict_addict) on [X](/post/tweet/1945499149371068541) 2025-07-16 15:01:57 UTC 34K followers, 1994 engagements


"SSA: The Most Underrated Time Series Model Singular Spectrum Analysis (SSA) is criminally underrated to the point that both the USA and USSR independently pursued it during the Cold War. The scientific superpowers understood its immense value for signal decomposition and forecasting"  
![@predict_addict Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1464965267830804482.png) [@predict_addict](/creator/x/predict_addict) on [X](/post/tweet/1945895326310596763) 2025-07-17 17:16:13 UTC 34K followers, 1747 engagements


"🚀 TorchCP is quickly becoming the go-to library for conformal prediction modern fast and built for real-world machine learning. 🔍 TorchCP stands out by: Unifying conformal methods for classification & regression"  
![@predict_addict Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1464965267830804482.png) [@predict_addict](/creator/x/predict_addict) on [X](/post/tweet/1945878705026351334) 2025-07-17 16:10:10 UTC 34K followers, XXX engagements


"Roll forward to 2025 and the average data scientist has never even heard of it. No popular open-source libraries include it. Its rarely taught. And yet it remains one of the most powerful non-parametric models in time series. No need to predefine trend or seasonality. No assumptions"  
![@predict_addict Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1464965267830804482.png) [@predict_addict](/creator/x/predict_addict) on [X](/post/tweet/1945895348251107819) 2025-07-17 17:16:18 UTC 34K followers, XXX engagements


"🔍 SECRET ORIGINS: The War-Torn Geniuses Behind Singular Spectrum Analysis (SSA) Two men. One from frozen Finland. One from a Nazi death camp. Their invisible math collaboration birthed a revolutionary forecasting tool decades before data science was cool. 🧊 The Isolated Visionary"  
![@predict_addict Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1464965267830804482.png) [@predict_addict](/creator/x/predict_addict) on [X](/post/tweet/1945189562197672026) 2025-07-15 18:31:46 UTC 34K followers, XXX engagements


"Just a few of the firms where alumni work: BlackRock ABN AMRO Squarepoint Capital StateFarm BBVA Citadel Monzo OKX Mercado Libre and many more"  
![@predict_addict Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1464965267830804482.png) [@predict_addict](/creator/x/predict_addict) on [X](/post/tweet/1938613520427331919) 2025-06-27 15:00:55 UTC 34K followers, XXX engagements


"This was spectral analysis before Fourier made it cool ⚡ How He Did It: Solved linear equations (by hand) to extract the parameters. Industrialized calculation: Created a human computer assembly line inspired by Adam Smith"  
![@predict_addict Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1464965267830804482.png) [@predict_addict](/creator/x/predict_addict) on [X](/post/tweet/1945054486042448199) 2025-07-15 09:35:01 UTC 34K followers, XX engagements


"Theres still a hefty backlog of chapters waiting to be reviewed and the best way to keep the dopamine flowing is to jump in as a reviewer"  
![@predict_addict Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1464965267830804482.png) [@predict_addict](/creator/x/predict_addict) on [X](/post/tweet/1945499171818979479) 2025-07-16 15:02:02 UTC 34K followers, XX engagements


"✨ Kazakhstan  Central Asias rising giant leveraging forecasting to shape policy trade and oil markets. ✨ French Polynesia  Remote paradise meets global thinking. Even paradise wants to anticipate whats next"  
![@predict_addict Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1464965267830804482.png) [@predict_addict](/creator/x/predict_addict) on [X](/post/tweet/1945552338049008070) 2025-07-16 18:33:18 UTC 34K followers, XX engagements


"🚀 Conformal Prediction is gaining real traction in finance. From global asset managers and banks to hedge funds and cutting-edge fintechs demand for robust uncertainty estimation is growing rapidly and Applied Conformal Prediction alumni are already making an impact"  
![@predict_addict Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1464965267830804482.png) [@predict_addict](/creator/x/predict_addict) on [X](/post/tweet/1941150429112328235) 2025-07-04 15:01:41 UTC 34K followers, XXX engagements


"Supporting both batch & online modes Offering a clean extensible PyTorch-based API Whether you're building reliable ML systems or exploring uncertainty quantification TorchCP gives you the tools to do it right. 👉 Check it out and stay ahead in #conformalprediction #ML #PyTorch #AIresearch"  
![@predict_addict Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1464965267830804482.png) [@predict_addict](/creator/x/predict_addict) on [X](/post/tweet/1945878729785245740) 2025-07-17 16:10:16 UTC 34K followers, XXX engagements


"🌾 From Rural to Resilient Even outside urban centers there's a shift toward strategic planning in agriculture energy and infrastructure. North Carolina isnt just growingits planning its growth. And that means a growing appetite for tools like forecasting"  
![@predict_addict Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1464965267830804482.png) [@predict_addict](/creator/x/predict_addict) on [X](/post/tweet/1945476725204251074) 2025-07-16 13:32:51 UTC 34K followers, XXX engagements


"Forecasting Fever Goes Global 🌍📈 Its one thing to see interest from Germany or Canada but when Mauritius Kazakhstan and French Polynesia start buying your book on forecasting you know the future is calling from every corner of the planet"  
![@predict_addict Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1464965267830804482.png) [@predict_addict](/creator/x/predict_addict) on [X](/post/tweet/1945552294084231534) 2025-07-16 18:33:08 UTC 34K followers, XXX engagements


"Just a few of the firms where alumni work: BlackRock ABN AMRO Squarepoint Capital StateFarm BBVA Citadel Monzo OKX Mercado Libre and many more"  
![@predict_addict Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1464965267830804482.png) [@predict_addict](/creator/x/predict_addict) on [X](/post/tweet/1941150450775912892) 2025-07-04 15:01:46 UTC 34K followers, XX engagements


"Teams specialized in only addition or multiplication. 🤯 🌍 Why It Matters TODAY: Signal Processing: Noise reduction audio compression (think music streaming). Spectral Estimation: Finding hidden frequencies (radar medical imaging). System ID: Understanding complex machinery/electronics"  
![@predict_addict Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1464965267830804482.png) [@predict_addict](/creator/x/predict_addict) on [X](/post/tweet/1945054507915673895) 2025-07-15 09:35:06 UTC 34K followers, XX engagements


"🚀 Conformal Prediction is gaining real traction in finance. From global asset managers and banks to hedge funds and cutting-edge fintechs demand for robust uncertainty estimation is growing rapidly and Applied Conformal Prediction alumni are already making an impact"  
![@predict_addict Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1464965267830804482.png) [@predict_addict](/creator/x/predict_addict) on [X](/post/tweet/1938613498499523038) 2025-06-27 15:00:50 UTC 34K followers, XXX engagements

[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.]

@predict_addict Avatar @predict_addict Valeriy M., PhD, MBA, CQF

Valeriy M., PhD, MBA, CQF posts on X about prediction, mercado libre, okx, abn amro the most. They currently have XXXXXX followers and 1489 posts still getting attention that total XXXXX engagements in the last XX hours.

Engagements: XXXXX #

Engagements Line Chart

  • X Week XXXXXX -XX%
  • X Month XXXXXXX +143%
  • X Months XXXXXXX -XX%
  • X Year XXXXXXXXX -XX%

Mentions: XX #

Mentions Line Chart

Followers: XXXXXX #

Followers Line Chart

  • X Week XXXXXX +0.56%
  • X Month XXXXXX +1.90%
  • X Months XXXXXX +11%
  • X Year XXXXXX +51%

CreatorRank: XXXXXXX #

CreatorRank Line Chart

Social Influence #


Social category influence countries stocks exchanges social networks finance

Social topic influence prediction, mercado libre, okx, abn amro, blackrock, applied, finance, finland, mauritius, french polynesia

Top assets mentioned BlackRock Inc (BLK)

Top Social Posts #


Top posts by engagements in the last XX hours

"Kari Karhunen A quiet Finnish mathematician working in postwar isolation. While Finland was cut off by ice and Iron Curtain politics he cracked the code for decomposing randomness into pure signals. His KarhunenLove transform was pure untouchable genius"
@predict_addict Avatar @predict_addict on X 2025-07-15 18:31:51 UTC 34K followers, XX engagements

"Just a few of the firms where alumni work: BlackRock ABN AMRO Squarepoint Capital StateFarm BBVA Citadel Monzo OKX Mercado Libre and many more"
@predict_addict Avatar @predict_addict on X 2025-07-11 15:02:21 UTC 34K followers, XX engagements

"In the figure below each colored curve is a learned shapelet discovered from the classic Trace dataset where the goal is to classify different types of industrial signal behaviors"
@predict_addict Avatar @predict_addict on X 2025-07-14 13:41:58 UTC 34K followers, XX engagements

"✨ Guatemala Andorra and Bolivia Small markets big curiosity. When forecasting knowledge spreads this wide you know somethings shifting. Forecasting isnt just for economists and analysts anymore"
@predict_addict Avatar @predict_addict on X 2025-07-16 18:33:23 UTC 34K followers, XX engagements

"🚀 Conformal Prediction is gaining real traction in finance. From global asset managers and banks to hedge funds and cutting-edge fintechs demand for robust uncertainty estimation is growing rapidly and Applied Conformal Prediction alumni are already making an impact"
@predict_addict Avatar @predict_addict on X 2025-07-11 15:02:16 UTC 34K followers, XXX engagements

"Why was SMOTE never used in winning solutions for Kaggle competitions The answer is simple: it doesnt work. Turns out this was discussed on stack exchange couple of years back and here is what some of the Kaggle grandmasters had to say"
@predict_addict Avatar @predict_addict on X 2025-06-16 18:05:27 UTC 34K followers, XXX engagements

"Why are people in these unexpected places tuning into forecasting ✨ Mauritius A tiny island with a growing fintech scene and a reputation for strategic planning. Punching way above its weight"
@predict_addict Avatar @predict_addict on X 2025-07-16 18:33:13 UTC 34K followers, XX engagements

"The future isnt just coming to Silicon Valley or Wall Street. Its coming to Main Street in the Carolinas and theyre getting ready. #Forecasting #NorthCarolina #FutureReady #DataDrivenDecisions #BooksWithReach #GrowthMindset"
@predict_addict Avatar @predict_addict on X 2025-07-16 13:32:56 UTC 34K followers, XXX engagements

"I already knew "Mastering Modern Time Series Forecasting was something specialbut hearing people call it "pure dope" and askiing for unpublished chapters has absolutely made my day 🙌"
@predict_addict Avatar @predict_addict on X 2025-07-16 15:01:57 UTC 34K followers, 1994 engagements

"SSA: The Most Underrated Time Series Model Singular Spectrum Analysis (SSA) is criminally underrated to the point that both the USA and USSR independently pursued it during the Cold War. The scientific superpowers understood its immense value for signal decomposition and forecasting"
@predict_addict Avatar @predict_addict on X 2025-07-17 17:16:13 UTC 34K followers, 1747 engagements

"🚀 TorchCP is quickly becoming the go-to library for conformal prediction modern fast and built for real-world machine learning. 🔍 TorchCP stands out by: Unifying conformal methods for classification & regression"
@predict_addict Avatar @predict_addict on X 2025-07-17 16:10:10 UTC 34K followers, XXX engagements

"Roll forward to 2025 and the average data scientist has never even heard of it. No popular open-source libraries include it. Its rarely taught. And yet it remains one of the most powerful non-parametric models in time series. No need to predefine trend or seasonality. No assumptions"
@predict_addict Avatar @predict_addict on X 2025-07-17 17:16:18 UTC 34K followers, XXX engagements

"🔍 SECRET ORIGINS: The War-Torn Geniuses Behind Singular Spectrum Analysis (SSA) Two men. One from frozen Finland. One from a Nazi death camp. Their invisible math collaboration birthed a revolutionary forecasting tool decades before data science was cool. 🧊 The Isolated Visionary"
@predict_addict Avatar @predict_addict on X 2025-07-15 18:31:46 UTC 34K followers, XXX engagements

"Just a few of the firms where alumni work: BlackRock ABN AMRO Squarepoint Capital StateFarm BBVA Citadel Monzo OKX Mercado Libre and many more"
@predict_addict Avatar @predict_addict on X 2025-06-27 15:00:55 UTC 34K followers, XXX engagements

"This was spectral analysis before Fourier made it cool ⚡ How He Did It: Solved linear equations (by hand) to extract the parameters. Industrialized calculation: Created a human computer assembly line inspired by Adam Smith"
@predict_addict Avatar @predict_addict on X 2025-07-15 09:35:01 UTC 34K followers, XX engagements

"Theres still a hefty backlog of chapters waiting to be reviewed and the best way to keep the dopamine flowing is to jump in as a reviewer"
@predict_addict Avatar @predict_addict on X 2025-07-16 15:02:02 UTC 34K followers, XX engagements

"✨ Kazakhstan Central Asias rising giant leveraging forecasting to shape policy trade and oil markets. ✨ French Polynesia Remote paradise meets global thinking. Even paradise wants to anticipate whats next"
@predict_addict Avatar @predict_addict on X 2025-07-16 18:33:18 UTC 34K followers, XX engagements

"🚀 Conformal Prediction is gaining real traction in finance. From global asset managers and banks to hedge funds and cutting-edge fintechs demand for robust uncertainty estimation is growing rapidly and Applied Conformal Prediction alumni are already making an impact"
@predict_addict Avatar @predict_addict on X 2025-07-04 15:01:41 UTC 34K followers, XXX engagements

"Supporting both batch & online modes Offering a clean extensible PyTorch-based API Whether you're building reliable ML systems or exploring uncertainty quantification TorchCP gives you the tools to do it right. 👉 Check it out and stay ahead in #conformalprediction #ML #PyTorch #AIresearch"
@predict_addict Avatar @predict_addict on X 2025-07-17 16:10:16 UTC 34K followers, XXX engagements

"🌾 From Rural to Resilient Even outside urban centers there's a shift toward strategic planning in agriculture energy and infrastructure. North Carolina isnt just growingits planning its growth. And that means a growing appetite for tools like forecasting"
@predict_addict Avatar @predict_addict on X 2025-07-16 13:32:51 UTC 34K followers, XXX engagements

"Forecasting Fever Goes Global 🌍📈 Its one thing to see interest from Germany or Canada but when Mauritius Kazakhstan and French Polynesia start buying your book on forecasting you know the future is calling from every corner of the planet"
@predict_addict Avatar @predict_addict on X 2025-07-16 18:33:08 UTC 34K followers, XXX engagements

"Just a few of the firms where alumni work: BlackRock ABN AMRO Squarepoint Capital StateFarm BBVA Citadel Monzo OKX Mercado Libre and many more"
@predict_addict Avatar @predict_addict on X 2025-07-04 15:01:46 UTC 34K followers, XX engagements

"Teams specialized in only addition or multiplication. 🤯 🌍 Why It Matters TODAY: Signal Processing: Noise reduction audio compression (think music streaming). Spectral Estimation: Finding hidden frequencies (radar medical imaging). System ID: Understanding complex machinery/electronics"
@predict_addict Avatar @predict_addict on X 2025-07-15 09:35:06 UTC 34K followers, XX engagements

"🚀 Conformal Prediction is gaining real traction in finance. From global asset managers and banks to hedge funds and cutting-edge fintechs demand for robust uncertainty estimation is growing rapidly and Applied Conformal Prediction alumni are already making an impact"
@predict_addict Avatar @predict_addict on X 2025-06-27 15:00:50 UTC 34K followers, XXX engagements

creator/x::predict_addict
/creator/x::predict_addict