Dmitry Donchenko
Senior Machine Learning Engineer / Lead
2 recommendations
Salary / Daily rate
2 people recommend
Paris, France
Freelance
Can come onsite
Skills
Languages
About me
Intro
Lead AI/ML basé à Paris. Capable de livrer un produit IA de A à Z - architecture backend, infrastructure, modèles ML, intégration frontend. Actuellement chez DataSpike sur des systèmes AML/KYC déployés dans 180+ pays. Expertise NLP, extraction documentaire, agents LLM. Formation en informatique.
Work experience
Data Scientist
Jan 2025 - Present
1 year 10 months
Paris, France
Independent Contractor - Machine Learning Consulting
Sep 2022 - Jan 2025
2 years 5 months
Belgrade, Serbia
Data Scientist
Quadcode
May 2021 - Oct 2022
1 year 6 months
St Petersburg, Russia
• Improved existing implied volatility prediction model • Developed fraud detection models and helped to integrate them in production • Developed and integrated in production anomaly detection models for tracking major product metrics • Created new metrics describing trading platform’s state • Presenting solutions and results to higher management, created roadmaps • Participating in data science talents interviewing and hiring • Participating in feature planning Tech stack: Python, Pandas, Scikit-learn, Keras, TensorFlow, CatBoost, XGBoost, Vowpal Wabbit, Kubeflow, PostgreSQL, GreenPlum, Cassandra, Kafka, etc.
Kofax
Aug 2016 - May 2021
4 years 10 months
St Petersburg, Russia
Senior Software Engineer (Machine Learning)
Aug 2019 - May 2021
1 year 10 months
St Petersburg, Russia
Participated in the development of Kofax Transformation modules (https://www.kofax.com/products/transformation): • Participated in research and development of the algorithm that detects paragraphs on a document images • Researched machine learning approaches for invoice automation processing improvement • Developed integration with OCR engines • Composed project architecture description documents • Helped support team to solve difficult technical problems faced by customers Tech stack: C++, C#, .NET, Python, Pandas, Scikit-learn, Catboost, Keras, TensorFlow
Software Engineer
Feb 2017 - Jul 2019
2 years 6 months
St Petersburg, Russia
Participated in the development of accounts payable automation platform Kofax AP Agility (https://www.kofax.com/products/ap-agility). • Developed backend web services • Developed services for integration with ERP systems • Composed project architecture description documents • Participated in communication with external team of developers hired by Kofax for implementation of certain parts of the product Tech stack: C#, .NET, MS SQL
Junior Software Engineer
Aug 2016 - Jan 2017
6 months
St Petersburg, Russia
Participated in the development of BI-software platform Kofax Insight (https://www.kofax.com/products/insight). Tech stack: C#, .NET, typescript, MS SQL.
Software Engineer
Votum
May 2013 - Jul 2016
3 years 3 months
Volgograd, Volgograd Oblast, Russia
Participated in development of various software (desktop apps, Android apps) for EdTech industry. https://votum-edu.ru Tech stack: Java, Android SDK C#, .NET
Software Engineering Intern
Intel Corporation
Jun 2014 - Aug 2014
3 months
Semyonov, Nizhny Novgorod Oblast, Russia
Participated in development of “Native License Verification Library for Android”. This library provides an opportunity to implement license verification in Android application in a way that this application will be harder to reverse-engineer. Researched the possibility to create self-modifying Dalvik bytecode (https://github.com/dmitrydonchenko/AndroidSelfModify) Tech stack: Java, Android SDK, C++
Education
Volgograd State Technical University
Bachelor's degree, Computers and Computer Systems
Volgograd State Technical University
Postgraduate Student, System analysis, managing and data processing
Volgograd State Technical University
Master's degree, High Performance Computer Systems
Licenses & certifications
Deep Learning Specialization
Issued: May 2019
Machine Learning
Issued: Dec 2017