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17 followers · 21 following
  • NTUU "Igor Sikorsky Kyiv Polytechnic Institute"
  • Hamburg, Germany

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lilarin/README.md

Python / AI Engineer

Production LLM systems · RAG pipelines · Multi-agent architectures · Python backends

About me

I specialize in building production-grade AI products from scratch: reliable LLM integrations, retrieval workflows, multi-agent orchestration, and backend services that support them.

My work combines application development with model execution, third-party integrations, data pipelines, cloud infrastructure, observability, and resilience engineering.

What I work with

Technology stack

AI / LLM

LangGraph LangChain LiteLLM PydanticAI CrewAI LangSmith RAG Pinecone ChromaDB

Backend and data

Python FastAPI Django Django REST Framework SQL PostgreSQL MongoDB Redis Celery ARQ Kafka

Cloud and delivery

Docker Kubernetes Helm Terraform AWS GCP CI/CD Observability

GitHub activity

GitHub statistics Most used languages
GitHub contribution streak

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  1. Research-Agent Research-Agent Public

    Local-first AI research LangGraph agent with Ollama, web search, document context, and streamed answers

    Python 1

  2. Educational-Discord-server-dashboard Educational-Discord-server-dashboard Public

    Web control panel for academic Discord server built using FastAPI, Disnake, Vite React & Supabase, offering server management features

    TypeScript 6

  3. SCP-079-Discord-bot SCP-079-Discord-bot Public

    Economy and entertainment SCP-themed Discord bot offering themed cards messages on joining the server and user profile customization, progression, achievements, level-based work prompts as mini-sto…

    Python 3

  4. DOU-vaccancies-scrapper-and-analyzer DOU-vaccancies-scrapper-and-analyzer Public

    Tool designed to scrape and analyze job vacancies and technology trends from dou.ua, allowing to gather relevant data

    Jupyter Notebook

  5. Inverted-index-web-server Inverted-index-web-server Public

    API for managing and searching text files using an inverted index with FastAPI

    C++ 1 1

  6. Coursework-Graph-Plotter Coursework-Graph-Plotter Public

    Application for drawing graphs of entered functions

    C++ 2