Jose Gibson
available for new work

Practically
deployed.

I build AI systems and embedded ML pipelines — from a $40 SoM running a 5 fps obstruction detector to production Python APIs. End-to-end, shipped.

view work →get in touch
26 projects · edge to cloud · open to roles
case studies

Selected work

all 26 →
01

Railtrack OD on DMP Di1

Embedded dual-model railway obstruction pipeline running BiSeNetV2 and YOLOv8s on the DMP Di1/iCatch A3000 NPU with live camera streaming and integration into a fleet DMS/ODS dashboard.

C++ inference applicationDMP Di1 / iCatch A3000 NPU SDKBiSeNetV2 FP16 and YOLOv8s INT8 compiled model binariesOpenCV, V4L2, YUYV camera input, MJPEG streaming
●Stable 4.5 to 5 FPS dual-model pipeline on DI1 hardware.
02

Jerry — AI Agent Framework

CLI tool that turns any local directory into an AI-powered workspace by indexing its documents into a vector store and exposing a LangGraph-backed, tool-using agent.

PythonLangGraphRAG with vector store (`.md` and `.txt` ingestion)Extensible ToolProvider system
03

Initiative — AI Life Management System

Obsidian-vault-first AI task and goal manager where each "initiative" (project/goal) owns its own agent that reads human-authored Markdown as ground truth and schedules tasks by recursive priority.

Python (FastAPI backend)React + Vite frontendCLI interfaceYAML-driven agent state (`_initiative.yaml`)
technical stack

Skills

AI / ML
  • Python
  • LangGraph
  • RAG
  • YOLOv8
  • BiSeNetV2
  • Pydantic
  • FastAPI
Embedded / Systems
  • C++
  • DMP Di1
  • NPU
  • V4L2
  • OpenCV
  • MJPEG
  • Docker
Web / Full-Stack
  • TypeScript
  • React
  • Next.js
  • Node.js
  • Flutter
  • Flask
Tooling
  • Git
  • pipx
  • Typer
  • Rich
  • python-frontmatter
  • Pydantic
about

The builder

JG

I'm a software engineer who builds things end-to-end — from C++ inference pipelines running on edge AI hardware to Python CLI tools to React frontends. I get bored building in one layer and genuinely curious about how everything connects.

Over the past few years I've shipped railway obstruction detection systems on embedded NPUs, built AI agent frameworks, designed an Obsidian-native productivity system, and created this very portfolio tool to track it all. The thread is: I care about production. Not demos.

For freelance clients: I take projects from idea to deployed product. I'm direct about tradeoffs, fast to iterate, and I write documentation people actually use.

josegibson7@gmail.com →github →