Dmitry Vostokov
@dumpanalysis.bsky.social
Diagnostician. The Author of Diagnomicon. The Gang of One. Software Surgeon. Machine Learning and AI for Software Diagnostics and Observability. Generative Debugging.
Pinned
Data Science, ML, AI Engineering: My Story V1.0 | Dmitry Vostokov 🇮🇪
As 2025 comes to a close, after several iterations, I’ve finalized a short presentation that shows how my work across engineering, data science, machine learning, and AI fits together as a single traj...
www.linkedin.com
Data Science, Machine Learning, Artificial Intelligence Engineering: My Story Version 1.0 www.linkedin.com/posts/vostok...
Mathematics and Myth: Through the Prism (Lens) of Geometry www.linkedin.com/posts/vostok...
Mathematics and Myth: Through the Prism (Lens) of Geometry by A. Fomenko and reviewed by Y. Manin. I got this 2001 edition many years ago. The closest English equivalent is Mathematical Impressions… |...
Mathematics and Myth: Through the Prism (Lens) of Geometry by A. Fomenko and reviewed by Y. Manin. I got this 2001 edition many years ago. The closest English equivalent is Mathematical Impressions, p...
www.linkedin.com
December 27, 2025 at 12:40 PM
Mathematics and Myth: Through the Prism (Lens) of Geometry www.linkedin.com/posts/vostok...
Data Science, Machine Learning, Artificial Intelligence Engineering: My Story Version 1.0 www.linkedin.com/posts/vostok...
Data Science, ML, AI Engineering: My Story V1.0 | Dmitry Vostokov 🇮🇪
As 2025 comes to a close, after several iterations, I’ve finalized a short presentation that shows how my work across engineering, data science, machine learning, and AI fits together as a single traj...
www.linkedin.com
December 26, 2025 at 10:09 AM
Data Science, Machine Learning, Artificial Intelligence Engineering: My Story Version 1.0 www.linkedin.com/posts/vostok...
Algorithms for Massive Data arxiv.org/abs/2301.00754
Algorithms for Massive Data -- Lecture Notes
These are the lecture notes for the course CM0622 - Algorithms for Massive Data, Ca' Foscari University of Venice. The goal of this course is to introduce algorithmic techniques for dealing with massi...
arxiv.org
December 25, 2025 at 11:50 AM
Algorithms for Massive Data arxiv.org/abs/2301.00754
This reminds me of Renormalization trace and log analysis pattern arxiv.org/abs/2402.00944
NCoder -- A Quantum Field Theory approach to encoding data
In this paper we present a novel approach to interpretable AI inspired by Quantum Field Theory (QFT) which we call the NCoder. The NCoder is a modified autoencoder neural network whose latent layer is...
arxiv.org
December 25, 2025 at 11:42 AM
This reminds me of Renormalization trace and log analysis pattern arxiv.org/abs/2402.00944
History of Topology www.linkedin.com/posts/vostok...
History of Topology. As I recently posted about a few books on topology, I recalled receiving a historical, 1,000-page overview 8 years ago, when I was most interested in this branch of mathematics… |...
History of Topology. As I recently posted about a few books on topology, I recalled receiving a historical, 1,000-page overview 8 years ago, when I was most interested in this branch of mathematics. S...
www.linkedin.com
December 25, 2025 at 11:38 AM
History of Topology www.linkedin.com/posts/vostok...
Architecture of Mathematics. www.linkedin.com/posts/vostok...
Architecture of Mathematics. I got this book some years ago and forgot to include it in my list of category theory books in the My Favorite Category Theory Books section of Memory Dump Analysis… | Dmi...
Architecture of Mathematics. I got this book some years ago and forgot to include it in my list of category theory books in the My Favorite Category Theory Books section of Memory Dump Analysis Anthol...
www.linkedin.com
December 24, 2025 at 10:48 AM
Architecture of Mathematics. www.linkedin.com/posts/vostok...
Yesterday, I decided to read these two acclaimed volumes on System Design during the holidays and got them on my Kindle app. So far, I liked the exposition of the topic.
December 23, 2025 at 11:04 PM
Yesterday, I decided to read these two acclaimed volumes on System Design during the holidays and got them on my Kindle app. So far, I liked the exposition of the topic.
Wild Code memory dump analysis pattern example:
0:000> db @$scopeip L10
04fd0002 48 61 70 70 79 20 48 6f-6c 69 64 61 79 73 21 00 Happy Holidays!.
0:000> u @$scopeip
04fd0002 48 dec eax
04fd0003 61 popad
04fd0004 7070 jo 04fd0076
0:000> db @$scopeip L10
04fd0002 48 61 70 70 79 20 48 6f-6c 69 64 61 79 73 21 00 Happy Holidays!.
0:000> u @$scopeip
04fd0002 48 dec eax
04fd0003 61 popad
04fd0004 7070 jo 04fd0076
December 23, 2025 at 10:10 PM
Wild Code memory dump analysis pattern example:
0:000> db @$scopeip L10
04fd0002 48 61 70 70 79 20 48 6f-6c 69 64 61 79 73 21 00 Happy Holidays!.
0:000> u @$scopeip
04fd0002 48 dec eax
04fd0003 61 popad
04fd0004 7070 jo 04fd0076
0:000> db @$scopeip L10
04fd0002 48 61 70 70 79 20 48 6f-6c 69 64 61 79 73 21 00 Happy Holidays!.
0:000> u @$scopeip
04fd0002 48 dec eax
04fd0003 61 popad
04fd0004 7070 jo 04fd0076
How It Really Was. Every History Wants to Be Told.
www.linkedin.com/posts/vostok...
www.linkedin.com/posts/vostok...
#history #narratives #patternrecognition #diagnostics #criticalthinking #observability #books | Dmitry Vostokov 🇮🇪
How It Really Was. Every History Wants to Be Told. I got Anatoly Fomenko's autobiography in the Summer of 2024 and quickly read it mostly on the train during my homotopic paths across the former Sovie...
www.linkedin.com
December 23, 2025 at 10:35 AM
How It Really Was. Every History Wants to Be Told.
www.linkedin.com/posts/vostok...
www.linkedin.com/posts/vostok...
I've just completed PyTorch: Fundamentals course. I'm looking forward to the next part. coursera.org/share/bcc80c...
Completion Certificate for PyTorch: Fundamentals
This certificate verifies my successful completion of DeepLearning.AI's
coursera.org
December 21, 2025 at 11:24 PM
I've just completed PyTorch: Fundamentals course. I'm looking forward to the next part. coursera.org/share/bcc80c...
Homotopical Topology, Second Edition. www.linkedin.com/posts/vostok...
Homotopical Topology, Second Edition. Initially, I got this book in its original language, but I got tired of "unfamiliar" terminology (no pun intended; I learned topology initially in Engli...
Homotopical Topology, Second Edition. Initially, I got this book in its original language, but I got tired of "unfamiliar" terminology (no pun intended; I learned topology initially in English). So I ...
www.linkedin.com
December 21, 2025 at 3:38 PM
Homotopical Topology, Second Edition. www.linkedin.com/posts/vostok...
Deep Learning for Symbolic Mathematics arxiv.org/abs/1912.01412
Deep Learning for Symbolic Mathematics
Neural networks have a reputation for being better at solving statistical or approximate problems than at performing calculations or working with symbolic data. In this paper, we show that they can be...
arxiv.org
December 20, 2025 at 11:26 PM
Deep Learning for Symbolic Mathematics arxiv.org/abs/1912.01412
Preparing attendance certificates while listening to tidal.com/album/464430...
Hans-Christoph Rademann, Patrick Grahl, Catalina Bertucci, Miriam Feuersinger, Marie Henriette Reinhold, Alex Potter, Tobias Berndt, Matthias Winckhler & Gaechinger Cantorey - Vision. Bach, Vol. 8
Listen to Vision. Bach, Vol. 8 on TIDAL
tidal.com
December 20, 2025 at 9:47 PM
Preparing attendance certificates while listening to tidal.com/album/464430...
The Joys of Categorical Conformal Prediction arxiv.org/abs/2507.04441
The Joys of Categorical Conformal Prediction
Conformal prediction (CP) is an Uncertainty Representation technique that delivers finite-sample calibrated prediction regions for any underlying Machine Learning model. Its status as an Uncertainty Q...
arxiv.org
December 20, 2025 at 9:21 PM
The Joys of Categorical Conformal Prediction arxiv.org/abs/2507.04441
When helpfulness backfires: LLMs and the risk of false medical information due to sycophantic behavior www.nature.com/articles/s41...
When helpfulness backfires: LLMs and the risk of false medical information due to sycophantic behavior - npj Digital Medicine
npj Digital Medicine - When helpfulness backfires: LLMs and the risk of false medical information due to sycophantic behavior
www.nature.com
December 20, 2025 at 9:12 PM
When helpfulness backfires: LLMs and the risk of false medical information due to sycophantic behavior www.nature.com/articles/s41...
Data-Centric Artificial Intelligence arxiv.org/abs/2212.11854
Data-Centric Artificial Intelligence
Data-centric artificial intelligence (data-centric AI) represents an emerging paradigm emphasizing that the systematic design and engineering of data is essential for building effective and efficient ...
arxiv.org
December 19, 2025 at 8:29 PM
Data-Centric Artificial Intelligence arxiv.org/abs/2212.11854
Final first 63 slides from the Accelerated C & C++ for Windows Diagnostics, Version 3.0 training. There are 360 slides in total. www.patterndiagnostics.com/Training/Acc...
www.patterndiagnostics.com
December 18, 2025 at 9:49 PM
Final first 63 slides from the Accelerated C & C++ for Windows Diagnostics, Version 3.0 training. There are 360 slides in total. www.patterndiagnostics.com/Training/Acc...
I've completed AI Infrastructure and Operations Fundamentals course from NVIDIA coursera.org/share/e84afb...
Completion Certificate for AI Infrastructure and Operations Fundamentals
This certificate verifies my successful completion of NVIDIA's
coursera.org
December 18, 2025 at 6:22 PM
I've completed AI Infrastructure and Operations Fundamentals course from NVIDIA coursera.org/share/e84afb...
Supervising LLMs in Ontological Disputes www.linkedin.com/posts/skyelo...
Supervising LLMs in Ontological Disputes | Skye L. H.
Over the past few months, I’ve been asked—more than once—to explain the discipline I apply when using large language models in foundational work.
This short essay is my attempt to answer that, indepe...
www.linkedin.com
December 17, 2025 at 1:19 PM
Supervising LLMs in Ontological Disputes www.linkedin.com/posts/skyelo...
Overload 190 (free) features a few AI-related articles accu.org/journals/ove...
accu.org
December 17, 2025 at 1:12 PM
Overload 190 (free) features a few AI-related articles accu.org/journals/ove...
Introduction to Topology, 3rd corrected edition, 2015. www.linkedin.com/posts/vostok...
Introduction to Topology, 3rd corrected edition, 2015. The first edition is also available in English with a slightly different title: Introduction to Differential and Algebraic Topology… | Dmitry Vos...
Introduction to Topology, 3rd corrected edition, 2015. The first edition is also available in English with a slightly different title: Introduction to Differential and Algebraic Topology https://lnkd....
www.linkedin.com
December 16, 2025 at 9:08 AM
Introduction to Topology, 3rd corrected edition, 2015. www.linkedin.com/posts/vostok...
Applications of Differential Geometry in Engineering gitlab.com/dg_applied/d...
gitlab.com
December 15, 2025 at 10:38 PM
Applications of Differential Geometry in Engineering gitlab.com/dg_applied/d...
Preparing for tomorrow's training session while listening to tidal.com/album/432900...
Gächinger Kantorei Stuttgart & Hans-Christoph Rademann - Vision. Bach, Vol. 7
Listen to Vision. Bach, Vol. 7 on TIDAL
tidal.com
December 15, 2025 at 7:51 PM
Preparing for tomorrow's training session while listening to tidal.com/album/432900...
Visual Geometry and Topology www.linkedin.com/posts/vostok...
Visual Geometry and Topology. There's also an English translation published by Springer in 1994. https://lnkd.in/dGFKumdX I sourced the 3rd corrected 2018 edition in the original language and… | D...
Visual Geometry and Topology. There's also an English translation published by Springer in 1994. https://lnkd.in/dGFKumdX I sourced the 3rd corrected 2018 edition in the original language and excellen...
www.linkedin.com
December 15, 2025 at 9:47 AM
Visual Geometry and Topology www.linkedin.com/posts/vostok...
A 10-year-old picture from FB memory. At that time, as a senior engineer and mature user of WinDbg, I became an immature user of Linux and GDB, working on the first edition of Accelerated Linux Core Dump Analysis (now in its fourth edition).
December 15, 2025 at 8:52 AM
A 10-year-old picture from FB memory. At that time, as a senior engineer and mature user of WinDbg, I became an immature user of Linux and GDB, working on the first edition of Accelerated Linux Core Dump Analysis (now in its fourth edition).