Multi-Agent RL Market-Making Engine (MARL)latest
Trained dual-swarms of AI agents to compete and cooperate in a simulated stock exchange, written from scratch with PyTorch and formal mathematical specifications.
Development
Multi-Agent RL Market-Making Engine (MARL)
Trained dual-swarms of AI agents to compete and cooperate in a simulated stock exchange, written from scratch with PyTorch and formal mathematical specifications.
Advertising Optimization Engine
A machine-learning engine that decides which ad to show and when — written entirely in NumPy from scratch, with 23 verified mathematical spec checks.
SwarmOS & Goose AI Orchestration
Built a declarative multi-agent AI orchestration engine with 300+ tests and hard safety guardrails, including parallel execution contributions to the open-source Goose framework.
Semantic Search & Graph Retrieval
An embedded property graph and retrieval pipeline indexing 141 sessions of AI coding history with BM25 FTS and semantic search.
Agile Research Management System
An AI-native research operations backend enforcing formal process invariants via FastAPI, PostgreSQL/pgvector, and NATS.
TruthMonitor: Live LLM Sentiment Engine
A systemd monitoring daemon that polls social feeds, evaluates sentiment using Gemini 3.5 Flash, and checks impacts against live global market contexts.
A Few More Things I've Built
A rollup of minor utilities, infrastructure projects, and side experiments — from in-memory PDF merging to multi-cloud orchestration and MCP bridges.
Advertising Optimization Engine
A machine-learning engine that decides which ad to show and when — written entirely in NumPy from scratch, with 23 verified mathematical spec checks.
SwarmOS & Goose AI Orchestration
Built a declarative multi-agent AI orchestration engine with 300+ tests and hard safety guardrails, including parallel execution contributions to the open-source Goose framework.
Semantic Search & Graph Retrieval
An embedded property graph and retrieval pipeline indexing 141 sessions of AI coding history with BM25 FTS and semantic search.
Agile Research Management System
An AI-native research operations backend enforcing formal process invariants via FastAPI, PostgreSQL/pgvector, and NATS.
TruthMonitor: Live LLM Sentiment Engine
A systemd monitoring daemon that polls social feeds, evaluates sentiment using Gemini 3.5 Flash, and checks impacts against live global market contexts.
A Few More Things I've Built
A rollup of minor utilities, infrastructure projects, and side experiments — from in-memory PDF merging to multi-cloud orchestration and MCP bridges.
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- Redis
- GraphQL
- REST APIs
- Linux
- Terraform
- Ansible
- CI/CD