I build agents that operate software with no API.
I'm Justin — an Applied AI Engineer at Pinger who ships autonomous systems that actually run in production, not just demos. I build agents that operate software which has no API: multi-agent RAG architectures, self-monitoring mobile testing bots, desktop and GUI automation fleets, and legal document extraction pipelines that replaced weeks of manual work with minutes of machine precision. Background in biomedical engineering (VCU) and three years in technical support learning what breaks and why.
Python, TypeScript, React, AWS Bedrock, LLM / RAG, Multi-Agent Orchestration, MCP, PyTorch, FastAPI, Playwright, Docker, Blender
Prompt an AI trained on my own catalog — it generates a track in my sound.
MusicGen, LoRA, PyTorch, FastAPI — interactive
Audio → text with AI notes, summaries, and action items.
OpenAI Whisper, Flask, GPT-4o — live
AI table tennis video editor — analyze and cut footage with Gemini.
Google Gemini, React, FastAPI — live
Table tennis tournament & player intelligence — ratings, history, caching.
Playwright, Python, Docker, Railway — ready
Transparent food-bank donation platform with AI matching & tracking.
Claude, OpenAI, React Native, Prisma, PostgreSQL — live
Table tennis rubber & match intelligence — dual-AI parses match reports.
OpenAI, Claude, Next.js, FastAPI — live
Calling app with auto recording, AI transcription & searchable summaries.
Swift, AssemblyAI, Claude, Twilio — building
Find & remove your personal data from broker sites with AI agents.
OpenAI, Anthropic, MCP — ready
Open to consulting on agent systems, particularly desktop and legacy automation.