Systems builder. ML researcher.

Working across the full stack kernel interfaces to agent runtimes to retrieval systems.
Solo dev.

skyth  TypeScript · Rust
Agent runtime with a Rust durability layer (Quasar). Two-layer loop: TypeScript orchestrator + Rust state engine (encrypted SQLite, Epsilon VC, IPC). Multi-surface: CLI, Web, TUI, Telegram, Discord, MCP clients. Registry-driven — tools, pipelines, skills, agents, MCP servers all hot-discoverable.

claude-gateway  Rust · TypeScript · Bun
Native Claude.ai desktop host (Rust/CEF) + a modular MCP gateway backend. Registry-driven tool system, multi-channel I/O (Telegram, Web), sandboxed workspaces, hot-reloadable capabilities, local BM25 RAG. Treats the desktop as a first-class agent execution surface.

drag  Python · Research
13 experiments on temporally heterogeneous retrieval. Core finding: Lorentzian/lightcone geometry fails as a retrieval mechanism at 64D (NDCG@10 = 0.008 vs HNSW 0.642). DRAG (domain-routed adaptive decay) survives and breaks the uniform-decay Pareto frontier — MRR 0.958 vs 0.914 best uniform. Honest negative results.

Mali-G77-MC9  C · Reverse Engineering
Week-by-week reverse engineering of the ARM Mali-G77 MC9 GPU kbase interface on a Motorola Edge 40. First documented working open-source kbase interface for this chip outside MediaTek's proprietary blob stack.

blog  TypeScript · Next.js · MDX
Personal technical blog — systems programming, reverse engineering, research. Built with Next.js, Bun, MDX, Biome, Once UI.

Anihost  TypeScript
Anime streaming app — Next.js 16 frontend, Hono API, Bun, pluggable DB (SQLite / Turso / Supabase). MAL-style profiles, admin panel, JWT auth, watch history, server health monitoring.

Rust  ·  C  ·  Zig  ·  TypeScript  ·  Python  ·  Bun  ·  Dart/Flutter

Kernel interfaces · MediaTek / Mali reverse engineering · LLM internals · Retrieval systems · Agent runtimes

• Temporal retrieval and document decay in heterogeneous corpora
• Lorentzian manifold geometry (and why it breaks in high-dimensional retrieval)
• Agent runtime architecture and durable state
• Low-level GPU driver behavior on mobile SoCs