Vitalii Gerasimov

Vitalii Gerasimov

AI / Python Engineer | LLM Agents, LangGraph, MCP

Tbilisi, Georgia | social_zeloras.hepi6@8shield.net | linkedin.com/in/krasnoglazik | github.com/zeloras | t.me/zeloras

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Professional Summary

Full-stack Python Developer with over 15 years of commercial experience in software development. Skilled in Python (Django, DRF, FastAPI), PHP (Laravel), C# (.NET), and JavaScript (Node.js, Vue.js, Angular, Next.js). Strong background in network security and software engineering. Passionate about solving real business problems, building efficient systems, and mentoring developers. Interested in AI tools, automation, and assistive technology like prosthetics.

Technical Skills

Experience

Python Engineer — Moonbug

July 2025 – Present

  • Built AI agent system using LangGraph with MCP server integration for internal automation workflows
  • Full-stack development including backend architecture, MCP servers, individual agents, and complete frontend implementation
  • Video categorization and music detection pipeline using Panako for audio fingerprinting
  • Developed ML-powered video analysis using CLIP models for content understanding and classification
  • Created document categorization system for internal company documentation using embeddings and Gemini API
  • Technologies: LangGraph, MCP, Python, CLIP, Panako, Gemini API, vLLM, Docker, embeddings

Team/Tech Lead — Sloboda Studio

March 2021 – July 2025

  • Led development teams (2–8 devs) using Django, DRF, Vue, React, FastAPI
  • Worked with LangChain, Hugging Face, and LlamaIndex for LLM tooling
  • Deployed infrastructure using Terraform and AWS
  • Built architecture diagrams and project estimates

Full-stack Developer — GeekGroup LLC

Feb 2019 – Mar 2021

  • Worked on enterprise healthcare projects
  • Refactored and improved legacy codebases
  • Collaborated with US-based teams and QA

Full-stack Developer — AdvancedOnline

Jan 2018 – Feb 2019

  • Developed cryptocurrency and SaaS platforms
  • Used Laravel, Django, Flask, and Node.js
  • Maintained multiple microservices and Docker containers

Full-stack Developer — Smartis

Sep 2016 – Jan 2018

  • Built analytics tools and Wi-Fi access control systems
  • Used PHP, Redis, Bash, D3, Google Charts

Other Developer Roles

2010 – 2016

  • Built websites, SaaS platforms, and CMS tools
  • Worked with Kohana, CodeIgniter, Laravel, Bitrix, and more

Education

Saint Petersburg State University of Engineering and Economics
Focus: Network Security and Software Development

Certifications