Self-taught developer. I built Shokunin: an AI engineering ecosystem with multi-strategy memory (vector + BM25 + temporal search). 62 skills. 9 MCP tools. Also built Cyberian: an API security scanner with AI-powered vulnerability detection.
I also edit video. DaVinci Resolve, Premiere Pro, After Effects, Cinema 4D. Full production pipeline: footage selection, color grading, motion graphics, export. Content that reached hundreds of thousands of views.
vector search + BM25 keyword + temporal filter → reciprocal rank fusion
session list / continue / save with automatic text parsing
24 tracked components in a declarative manifest
25/25 healthcheck · 5 pytest tests · ruff: zero errors
Someone on GitHub pointed me to Hindsight. I read their paper. Took the multi-strategy recall idea and rebuilt it for a local-first setup: no servers, no API calls, no PostgreSQL. Everything runs on ChromaDB. The white paper in the repo breaks it down side by side.
Computer building and repair. Burp Suite, OWASP, TryHackMe. Cisco Networking Academy: Introduction to Networks.
freeCodeCamp (JavaScript, Back End, Relational DB, InfoSec). The Odin Project (Full Stack JS). Udemy (React, Node.js). TryHackMe (Cybersecurity).