Welcome to My Portfolio 👋
Hi! I'm Sławomir Strzelec, an AI/ML Engineer building RAG systems, LLM agents and computer-vision models. My background is in chemistry and nanotechnology, which is why I care about measurable results and honest evaluation, not just demos.
Looking for: AI/ML engineering, agentic AI or data science roles · Kraków, Poland
🌟 Featured Projects
- 💡 Carbon Nanotubes RAG System (FastAPI · Docker · FAISS · RAGAs)
- 🔌 Carbon Nanotubes RAG over MCP (MCP · LangGraph · Agent evaluation)
- 🛡️ ML Data Guard (Data validation · Fault-injection benchmark · CI)
- 🔍 SEM Nanostructure Classifier (PyTorch · ConvNeXt · Leakage-free evaluation)
- 🏺 Cuneiform Sign Classifier (PyTorch · Grad-CAM · HF Hub)
- 🤖 Scientific Research Agent (LangChain · LangGraph · LangFuse)
- 🎯 CV-Job Matching System (OpenAI embeddings · Streamlit)
- ⚡ KDB+/Q vs SQL Benchmark (kdb+/q · DuckDB · AWS · Prophet)
☁️ Cloud & Deployment
🖼️ Computer Vision
- 🔬 Erythrocyte Analysis (OpenCV · Streamlit)
- 🚶 People Counter (YOLOX-nano · ONNX Runtime · ByteTrack)
- 😊 Emotion Recognition (PyTorch · ResNet18 · OpenCV · Streamlit)
🧪 Cheminformatics & Scientific ML
- 🧪 Buchwald-Hartwig C-N Coupling Optimizer (RDKit · XGBoost)
- 💊 Drug Solubility Predictor (RDKit · scikit-learn)
- 🧬 logP Predictor (PyTorch)
🔧 Other Projects
- 🌈 Raman Spectroscopy Analyzer (SciPy · Plotly)
- ⛓️ Carbon Nanotube Visualizer (Plotly · ASE · Streamlit)
About & Contact
- About Me – background, skills and experience
- 📧 sla.strzelec@gmail.com · 💼 LinkedIn · 🐙 GitHub