AI-powered knowledge base 2026
NeuroNote
A local-first knowledge base that turns scattered notes into a typed property graph you can query.
- Runs saved notes through LLM-backed NLP pipelines to extract entities, relations, backlinks, and block-level references into a typed property graph.
- Production-style backend with graph APIs, media and export workflows, migration-first schema management, CI-style validation, and extensive unit and integration coverage.
Information-theory Monte Carlo localization 2026
Beam Me Up
An information-theory take on Monte Carlo localization, built for real-time belief updates.
- Ran ablation studies across 7 localization variants on a custom Numba ray-casting kernel that reached 20–50× speedups for real-time belief updates.
- Developed an entropy-adaptive filter (MPF-E) extending the source paper, tested across 4 map geometries and 30 noise configurations to characterize filter stability.
Agentic travel chat with RAG 2025
Navigatio
An agentic travel planner that books real itineraries and was built to be usable by everyone.
- Built an agentic RAG engine with Gemini and FastAPI, integrating real-time Amadeus and Google APIs for flight and itinerary workflows.
- Engineered an accessibility-first UI with 100% screen-reader compatibility and 0–10 safety scoring to keep it usable for diverse populations.