Dardan Fejza
Engineer, Tokyo.
Ships across ML/audio, finance, AI infra, embedded, and web.
AI Infra
MrHuang
Code· betaSelf-hosted AI companion that runs entirely on owned hardware — a Python/FastAPI backend with an in-house agent loop calling a local open-weight model (Qwen3, a ~35B / ~3B-active MoE) served on vLLM, so inference is 100% local with no cloud LLM and no per-token billing. Every conversation is stored locally on self-hosted infrastructure, building a persistent, private knowledge base that commercial chat tools don't keep. Reachable over WhatsApp (Meta Cloud API webhooks) and a web UI, with voice-note transcription via Deepgram and a self-hosted Whisper sidecar deployed as the swap-ready local path. Zero-trust networking via Cloudflare Tunnel + Tailscale, a fail-closed permission ceiling on every action, and a health-gated deploy pipeline that keeps production on a known-good build.
ML & Audio
RadioJP
Live· betaJapanese radio streaming with real-time AI transcription. A faster-whisper pipeline continuously transcribes live broadcasts, MeCab adds furigana readings, and the frontend renders word-level karaoke highlighting synced to playback. Also features HLS streaming, station search, favorites, regional grouping, and RadiKo authentication for premium streams.
Finance
Golden Handcuff Fixer 2000
Live· betaMonte Carlo financial simulator for expats weighing stay-or-quit decisions. Compare 7 scenarios side-by-side (work, quit, part-time, Coast FIRE, geo-arbitrage) or model a full life timeline across phases. Features break-even analysis, probability of ruin tracking, and a Die With Zero calculator.
Budget Calculator
Live· alphaCost-of-living calculator covering 10 countries across Asia and the Middle East. Five lifestyle tiers from lean to comfortable, with per-city breakdowns for housing, food, transport, healthcare, government costs, and visa fees. Data sourced from primary research and auto-generated via a YAML pipeline.
Web
Japan Memory Atlas
Live· alphaA spaced-repetition quiz for learning Japan's geography — all 47 prefectures and the 23 wards of Tokyo. Answer on an interactive map and every correct guess leaves a visual trace, turning the map into a personal record of what you've mastered. Adaptive review surfaces your weak spots first.
Piano App (name TBD)
WIP· pre-alphaFour piano skill games designed to make daily practice addictive. Follows the 'Typing of the Dead' model — piano skills are the core game mechanics, not a layer on top. Visual note reading, finger independence drills, bass pattern rhythm, and chord QTEs, all collecting granular performance data to surface weak spots and track progress over time.
Embedded
MrHuang Listener
WIP· pre-alphaESP32-S3 WiFi audio streaming device that captures speech from dual stereo microphones and streams it over the network to a Python asyncio UDP server, which hands it off to the MrHuang backend. The embedded voice-ingress front end for MrHuang — the hardware counterpart to the desktop mic daemon, both built to feed the same self-hosted speech-to-text layer.
USB HID Input Automator
WIP· pre-alphaHardware modification on a Seeed Studio XIAO RP2040: the microcontroller wires directly to a mouse's switch contacts and emits clicks at randomised intervals — exploring USB HID timing, hardware-level event injection, and CircuitPython on RP2040.
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