RUSSYSDEV: projects
open source projects and development exprience

Ilya Sergeevich Eliseev

📍 Moscow | Remote available | 🇷🇺 Russian citizen | 🇬🇧 English C2 GitHub: github.com/easyise • Portfolio: russysdev.github.io

Profile

Data Scientist, full-stack developer and instructor with 25+ years in IT and 5+ years of teaching. Expert in Python, ML, and computer vision, with strong track record in integrating AI/ML into corporate systems. Author of multiple Python & ML courses (1,500+ students). Experienced consultant, lecturer, and project developer.

Key Skills

  • ML/AI: scikit-learn, PyTorch, Pandas, NumPy, Jupyter, Gradio, CV, generative AI
  • Dev/Infra: Python (Flask, FastAPI), PHP (vanilla, Laravel, Symfony), MySQL/PostgreSQL, Docker, Kubernetes, Linux
  • Teaching: Course author, lecturer (various CS training companies, Financial Univ.), online/offline delivery
  • Management: Agile/Kanban, leading teams 5+, ITIL/ITSM

Experience (selected)

Independent Consultant / Data Scientist / Full-Stack Dev • 2011–Present

  • Built 25+ business systems (finance, logistics, e-commerce).
  • Integrated ML (sklearn, PyTorch) and generative AI into workflows.
  • Open-source author (eiseXLSX, 25★, GitHub).

Instructor — Specialist Training Center (Bauman MSTU) • 2020–Present

  • Taught Python, ML, CV (4 courses, 1,500+ students).
  • Developed hands-on materials with Jupyter, Colab, Gradio, Flask.

Lecturer — Financial University (Moscow) • 2021–2023

  • Taught Algorithms in Python, FinTech, Databases.

Earlier roles: IT Manager (Yusen Logistics, 2008–2011), Lead Developer (Maersk, 2005–2008), Developer (ARL Consulting, 2002–2004), Webmaster (Russia-On-Line, 1998–2000).

Education

  • MSc Cybernetics — Moscow Engineering Physics Institute (1999)
  • Data Analysis & ML — HSE, Moscow (2017)
  • MCSE — Microsoft (2010)

Languages

  • Russian — Native
  • English — Fluent (C2)