Public Log
What I'm Doing Now
Inspired by Derek Sivers' /now page movement. This is a public snapshot of what currently occupies the technical energy and focus of NDOLI Jean Damascene.
Active Engineering
- Iterating on IHKIP: health knowledge ingestion, hierarchical chunking, and local vector retrieval.
- Developing automated property management workflows for enterprise client operations.
- Refining the
ndoli.devtechnology platform and custom token design system.
Technical Studies
- Deepening understanding of PostgreSQL HNSW vs. IVFFlat indexing performance with high-dimensional embeddings.
- Local small language model quantization (GGUF / llama.cpp / vLLM) for low-latency edge servers.
- Advanced Linux kernel networking, eBPF fundamentals, and VPS security hardening.
Applied Research
- Clinical knowledge governance: preventing hallucinations in medical terminology retrieval.
- Hybrid search strategies combining BM25 full-text search with dense semantic vector rankings.
Current Location & Role
Based in Kigali, Rwanda. Serving as IT Manager at GIRA LTD, while actively available for strategic system engineering projects and advisory conversations.
Page last updated: August 2026