Hi, I'm Peter Staykov

Python Developer & AI Enthusiast building intelligent systems with Machine Learning and modern web technologies.

Tech Stack

Python PyTorch FastAPI Machine Learning LLMs RAG Systems SQL HTML/CSS

Featured Projects

FULL-STACK • AI-POWERED

Café Lumière

Full-stack café website featuring a real-time reservation system and custom neural network for sentiment analysis of customer reviews.

Python FastAPI PyTorch SQLite HTML/CSS
AI RESEARCH

Peterlexity

Research-oriented toolkit that orchestrates lightweight search and tool-based agents for AI experiments and workflows.

Python AI Agents Research Tools
RAG SYSTEM

CustomBrain

RAG system demonstrating document processing and vector search with local PDF loading, Hugging Face embeddings, and Pinecone vector database.

Python Hugging Face Pinecone RAG
LOCAL LLM

locable

Local LLM-powered code generator using Ollama with RAG for Bootstrap template search and automated file generation.

Python Ollama RAG HTML/CSS

Academic Achievements

Year Competition Achievement Level
2025/26 Informatics Olympiad 🥇 1st Prize National (Round 1)
2025 Math Olympiad Marzahn–Hellersdorf 🎖️ 6th Place District (Round 2)
2024 Math Olympiad Berlin 🏅 24th Place Regional (Round 3)
2024 Math Olympiad Marzahn–Hellersdorf 🥉 3rd Place District (Round 2)
2023 Kangaroo Math 🥈 2nd Prize National
2022 Math Olympiad Berlin 🥈 2nd Prize Regional (Round 3)

Experience & Education

Code Cadet Club - Founder & Leader

Otto-Nagel Gymnasium • 2025 - Present
  • Founded club to teach Python programming fundamentals to students
  • Created website with Python documentation and practice tasks
  • Developed presentations and teaching materials

Otto-Nagel-Gymnasium

Schnelllernerklasse (Accelerated Learning class) • Grade 9 • Present
  • Grade average: 1.0
  • High marks across all subjects

Certifications

DataCamp & Harvard University
  • Deep Learning with PyTorch (DataCamp)
  • Associate AI Engineer (DataCamp)
  • Developing Large Language Models (DataCamp)
  • CS50x: Introduction to Computer Science (Harvard)
  • CS50p: Programming with Python (Harvard)

Academic Programs

Various institutions
  • Lyzeum 2 - Advanced academic program (Nov 2025)
  • Junior Academy Berlin - Humboldt auf Scharfenberg (Jul 2024)
  • Mathematical Student Society "Leonhard Euler" (2022-Present)

Let's Connect

I'm open to collaboration on AI/ML projects, especially those involving RAG systems, LLMs, or practical AI applications.