Projects
Six projects, from university research to personal builds: each one has a deep-dive page with architecture, design choices and results.
RAG for InterSystems IRIS documentation
RAG backend for InterSystems IRIS docs: hybrid retrieval (dense + BM25), query expansion, cross-encoder reranking and grounded answers with validated citations. Offline retrieval evaluation included.
Drift — Emotion-Driven Ambient Music
The user's voice is analysed on two channels (prosody + semantics) to extract an emotion (valence/arousal), which drives a generative MIDI model and a real-time granular ambient synthesis.
Perceptor
Multi-process pipeline to capture and normalise chat, speech and video from live streams into timestamped JSONL events. VAD, speaker identification and ASR on CPU/GPU, VLM video captioning, all orchestrated over Redis queues.
Prettier Plugin for ObjectScript
Prettier 3 plugin for .cls ObjectScript files: command casing, abbreviation expansion, smart indentation, parsing via the tree-sitter-objectscript grammar. Test suite covering output, idempotence and parse diagnostics.
Concert Tickets Telegram Tracker
Telegram bot for concert ticket tracking: decoupled component architecture (FastAPI + python-telegram-bot + asyncio worker), smart DB caching to minimise scraping, two-level anti-bot strategy with curl_cffi and Playwright.
MELODY — Semantic Graphs for Music
Semantic ontology (Protégé) for the music domain, RDF population from Grammy and MusicOSet datasets, SPARQL queries and SHACL validation on GraphDB. Group project for the Graph Databases course.