ABL-000 · SELF-HOSTED MIND · DESCENT VECTOR LOCKED
Custom agents, workflow automation, and self-hosted LLM deployment — shipped as working software, not slideware. From the model weights up to the browser automation that drives the whole thing.
LOG // 1 CRAFT INBOUND · PILOT: A. HOSSAIN · DESTINATION: LAB
REC 01 // MISSION RECORD
A production personal-AI system coordinating many specialized agents behind one API. FastAPI backend routing across a fleet of locally run models, a vector-searchable store I schema-designed, and an egress boundary that classifies every outbound request and keeps sensitive data on the machine.
REC 02 // MISSION RECORD
Separated analytics, data, decision, execution, simulation, dashboard, and testing layers. Sole-authored the React 19 + TypeScript operator dashboard, plus SQL-backed ingestion and evaluation pipelines with logging and reporting.
REC 03 // MISSION RECORD
Running 27B–35B models on a single 8 GB consumer GPU: CUDA llama.cpp built from source, GGUF quantization, MTP self-speculative decoding, and MoE expert-offload tuning. Measured, not guessed.
REC 04 // MISSION RECORD
Discord bots on live servers: 80+ registered operations across 20+ modules, persistent per-user state, automated moderation, and an authorization layer with permission tiers that gates destructive operations behind explicit approval.
Python · FastAPI · TypeScript · React · Node.js · SQL / SQLite · llama.cpp · Ollama · CUDA · RAG · Playwright · Linux / WSL · Docker · Cloudflare · Git
TOUCHDOWN · ALT 0 M — CRAFT SECURED · PILOT HOME
Tell me the problem in a sentence or two. If it's a fit I'll come back with a scope — usually same day.