AI automation builder & software developer · Douala, Cameroon
I build AI systems that work on real business data: document assistants grounded in retrieval, automated workflows and machine-learning models, along with the APIs and web apps that put them in front of users.
- Retrieval-augmented generation: indexing complex PDFs and internal documentation, then serving grounded answers to AI tools through MCP
- LLM integration: cloud models (Gemini, OpenAI-compatible APIs) and local models through Ollama, with structured outputs
- Applied machine learning: recommender systems, embeddings and vector search, computer vision
- Automation and data pipelines: n8n workflows, ETL, analysis and dashboards
| Area | Tools |
|---|---|
| LLMs & GenAI | Gemini API, OpenAI-compatible APIs, Ollama, Hugging Face, LangChain, MCP, RAG, structured outputs, fine-tuning (Llama 3) |
| Retrieval & vector search | Qdrant, pgvector, FAISS, sentence-transformers, Docling, PyMuPDF |
| Machine learning | PyTorch, TensorFlow, scikit-learn, implicit, MLflow, ONNX Runtime, OpenCV |
| Data & analytics | Pandas, NumPy, SciPy, Matplotlib, Seaborn, Jupyter, Streamlit, statistical analysis |
| Automation | n8n, Zapier, Playwright, Telegram and WhatsApp bots |
| Backend | Python (FastAPI, Django, SQLAlchemy), Node.js (Express), PHP (Laravel) |
| Databases & infra | PostgreSQL, MySQL, MongoDB, SQLite, Redis, MinIO, Docker, AWS, Linux |
| Frontend & mobile | TypeScript, React, Next.js, React Native, Tailwind CSS, Electron |
| Tooling | Git, uv, pytest, Ruff, Figma |