Tech stack
Tools of the trade
The tools I use to go from a paper to a system served in production.
Generative AI
LangGraph LangChain RAG AI agents Prompt Engineering Mistral HuggingFace Claude API OpenAI API Ollama DeepEval Langfuse Automated AI workflows
AI Backend
Python FastAPI Docker REST API Async workflows SSE pytest
Databases
PostgreSQL SQL AsyncPG pgvector ChromaDB Vector DBs Embeddings NoSQL
DevOps & Tools
Git GitHub GitHub Actions GitLab CI/CD Technical docs n8n Make Claude Code GitHub Copilot VS Code
ML & Deep Learning
PyTorch scikit-learn Transformers CNNs U-Net OpenCV NumPy Pandas Fine-tuning LoRA / PEFT
Data & Big Data
Spark Kafka MongoDB Neo4j ETL Streamlit MLflow Jupyter
Web & Software
React TypeScript JavaScript Node.js TailwindCSS HTML / CSS Java Linux
Fundamentals
Linear algebra Optimisation Probability Statistics Algorithmics
Soft skills
Technical curiosity Autonomy Teamwork Fast learner