Greetings!
My name is Dmitry Petukhov. I am a Machine Learning consultant, Cloud solutions architect, speaker, tireless researcher and coffee lover.
My professional interests include architecture of distributed and high-load systems, cloud technologies and machine learning technologies.
2022
Conferences (as a speaker, trainer, mentor, organizer, or jury member)
- Monte-Carlo simulation for Investment risks optimization. Global AI Bootcamp, Moscow. #Azure #AzureML
2021
Awards and certifications
- Microsoft Most Valuable Professional (MVP). Award category: AI. #AI #Azure
- Investment Management with Python and Machine Learning Specialization, Coursera. #ML #Finance
Conferences (as a speaker, trainer, mentor, organizer, or jury member)
- Intelligent Financial Fraud Detection #Fraud #ML #Finance
- Mentoring at the Microsoft AI for Goods Hackathon. #AI #Azure
2020
Awards and certifications
- Microsoft Most Valuable Professional (MVP). Award category: AI. #AI #Azure
Conferences (as a speaker, trainer, mentor, organizer, or jury member)
- Machine Learning in Microsoft Azure (slides), AI for Good Online Hackathon. #AI #Azure
Workshops / Interviews
- Online course Machine Learning in n Microsoft Azure, МНМЦ СПБГУ. #AI #Azure #AzureML
- AI in Microsoft Azure Workshop #AI #BigData #Azure
- R Programming for Beginners
- AI: prospects (or hype?), and when we will be replaced by robots (interview), ML Talks.
Publications
- COVID-19: how to stop reading news and start analyzing data, Habr #COVID #DataAnalysis
2019
Awards and certifications
- Microsoft Most Valuable Professional (MVP). Award category: AI. #AI #Azure
Conferences (as a speaker, trainer, mentor, organizer, or jury member)
- Interview for Mamkin Boycast (podcast), YouTube. #AI #Azure
- AI in Microsoft Azure workshop. MGIMO University, Moscow. #AI #Azure
- AutoML in Microsoft Azure. Global AI Bootcamp, Moscow. #AI #AutoML #AzureML
- Organizer of 10-th DΛTA X GEEKS meetup. DΛTA GEEKS Community, Moscow. #AI #Cloud #Python
- AI in Azure Workshop. IT Hub Сollege, Moscow. #AI #Cloud #AutoML
- ML for Lazy, or Automated ML in Azure. Global AI Night, Moscow. #AI #Cloud #AutoML
- Intelligent Banking: AI cases in Retail and Commercial Banking. Azure Day Conference, Saint Petersburg. #AI #Cloud #Finance
- Meetup DΛTA GEEKS Spring Organizer, Moscow.
- Jury Member, Expert, and Speaker on the Topic Deep Learning in Microsoft Azure. AMC Makeathon 2019, Moscow.
- How to win Hackathon? Use the Cloud! HSE Hackathon Club, Moscow.
2018
Awards and certifications
- Microsoft Most Valuable Professional (MVP). Award category: AI. #AI #Azure
- MCSA: Machine Learning
- Exam 774: Perform Cloud Data Science with Azure Machine Learning
- Exam 773: Analyzing Big Data with Microsoft R
Competitions and hackathons
- Manipulation Detection Model of Tokens Price (project). 1-st place. AIST Hackathon, Moscow. #AI #blockchain #bitcoin
Conferences (as a speaker, trainer, mentor, organizer, or jury member)
- Organizer of DΛTA GEEKS Christmas Meetup, Moscow.
- Data-Driven Architecture in Microsoft Azure. AI & MR BootCamp Russia, Moscow. #DataScience #Azure #DevOps
- Building Neural Networks in the Cloud Azure Day Conference, Moscow. #NeuralNetworks #Azure #DevOps
- Cloud for Data Scientists and C# Developers. DΛTA GEEKS MEET∩P: Rebooting, Moscow. #NeuralNetworks #Azure #DevOps
- Deep Learning in Microsoft Azure. Azure Day Conference, Saint Petersburg. #DeepLearning #Azure #bitcoin
- Introduction to Deep Learning. Binary Distinct Training Courses, Moscow. #DeepLearning
- AI Platform in Microsoft Azure. Empower Digital Success (expert club) Meetup, Moscow. #MachineLearning #IT-management
- AI, Neural Networks, Deep Learning for Developers. Azure Bootcamp Conference, Moscow. #DeepLearning #Azure #bitcoin
- Introduction to Deep Learning. Azure Train the Trainer (ТТТ) Course, Moscow. #DeepLearning #Azure
2017
Awards
- Microsoft Most Valuable Professional (MVP). Award category: AI.
Conferences (as a speaker, expert, mentor, or jury member)
- Bitcoin Price Prediction with Microsoft Machine Learning Server. Data Geeks Community Meetup, Moscow.
- Azure Machine Learning: Practical Application. Imagine Cup Hackathon, Moscow.
- Microsoft Machine Learning Server. Overview. Data Geeks Community Meetup, Moscow.
- AI in IoT. Russian IoT Commmunity Meetup, Moscow.
- Machine Learning with Microsoft Azure. IT Pro Community Meetup, Moscow.
- Machine Intelligence for Fraud Prevention. Payment Security Conference, Saint-Petersburg.
- Machine Learning with Microsoft Azure. DevCon: Future Technologies, Moscow.
- Invited expert at the Space App Challenge Hackathon, Moscow.
- Democratizing AI or ML for Elves 80 LvL. Global Azure Bootcamp, Moscow.
- Jury member and speech on the topic Machine Learning with Microsoft Azure. Breakpoint Forum (AIESEC), Moscow.
Certificates & Courses (successfully completed)
- Big Data Analysis with Revolution R Enterprise, DataCamp.
- DAT213x Analyzing Big Data with Microsoft R Server, EdX.
2016
Awards
- Microsoft Most Valuable Professional (MVP). Award category: Data Platform.
Conferences (as a speaker/expert/jury member)
- AI in Retail Banking. Moscow Cognitive Computing Community Meetup, Moscow.
- R + Apache Spark in Microsoft Azure. Microsoft DevCon School Conference, Moscow.
- From Machine Learning Theory to Azure Machine Learning Practice. Microsoft Student Partners Summit, Moscow.
- OpenWay User Group Conference. Big Data in Retail Banking, Saint Petersburg.
- Invited expert and member of the jury at Azure Machine Learning Hackathon, Moscow.
- Microsoft Cognitive Services: build applications smarter. New Professions Lab, Moscow.
- Data Science with R and Azure ML. Moscow Polytechnic University, Moscow.
Certificates & Courses (successfully completed)
- DAT202.1x Processing Big Data with Hadoop in Azure HDInsight, EdX.
- DAT202.2x Implementing Real-Time Analytics with Hadoop in Azure HDInsight, EdX.
Competitions
- Top 50 in Sberbank Data Science Contest.
2015
Research papers (as an author)
- Petukhov, D., Tselykh, A. Web service for detecting credit card fraud in near real-time. Proceedings of the 8th International Conference on Security of Information and Networks, pp. 114-117.
Publications (as an author)
- Machine Learning for Credit Card Fraud Detection (in 4 parts). Mirrors: Habr, MSDN.
- Machine Learning Hackathon. How to win? Mirrors: Habr.
- Machine Learning for Data Scientist. Mirrors: Habr, MSDN.
- Machine Learning Use Cases in Retail Banking.
Conferences (as a speaker)
- Community Dev Camp, ”Machine Learning in Microsoft Azure” (video), Moscow.
- Microsoft Machine Learning Hackathon 2015, ”Machine Learning in Finance”, Moscow.
- Azure Machine Learning. Lecture at HSE (video), Moscow.
- Azure Machine Learning. Lecture at MAMI, Moscow.
- Moscow Data Fest, ”Azure ML: Machine Learning as a Service”, Moscow.
Certificates & Courses (successfully completed)
- Data Science and Machine Learning Essentials, EdX. View Certificate
- R Programming, Coursera.
- Fundamentals of Statistics, Stepic. View Certificate
Пишите мне
Email: base64:ZC5wZXR1a2hvdkBvdXRsb29rLmNvbQ==
Telegram: @codez0mb1e
Stay in touch
LinkedIn: @dpetukhov.
Facebook: @codez0mb1e.
Twitter: @codez0mb1e.
Habr: @codezombie.
This blog RSS.
