software engineer & builder

I MAKEAI WORK.

I build AI agents and the systems that make them useful.

Evaluation workflows. Data-heavy applications. Infrastructure that holds up in production.

Selected work

Independent projects

Percy Autonomous trading

Research. Review.
Execution. Accounted for.

An autonomous stock and options system with separate model roles for research and review. Ranks trade candidates, manages option spreads, and prepares broker-ready orders.

Deterministic risk controls gate execution; SQLite keeps the full audit trail.

Python / SQLite / AI agents

Fake News
Detection
Applied machine learning

Finding the signal
in 25,000+ articles.

A multi-class prediction pipeline trained on 25,000+ articles, with real-time models deployed on Vertex AI.

Uses Gemini, retrieval-augmented generation, and vector databases for feature engineering and fact checking.

Vertex AI / Python / RAG

2025–2026TandemTechnical Co-Founder & CTO

Sep 2025 – May 2026 / San Francisco, CA

Built an AI platform connecting mechanical engineering context, requirements, and implementation workflows.

  • Production agents with tool calling, semantic search, CRUD operations, and persistent multi-turn context.
  • AWS infrastructure in Terraform across commercial and GovCloud environments.
2024–2025AWS SageMaker HyperPodSoftware Development Engineer

Sep 2024 – Sep 2025 / Bellevue, WA

Engineered scalable ML infrastructure for 10k+ GPU superclusters orchestrated by Kubernetes.

  • High-concurrency Go features for distributed ML workloads.
  • Reduced node transfer time by 83% and helped reduce MTTR with image pre-caching.
2023Amazon Alexa KitchenSoftware Development Engineer Intern

Jun – Sep 2023 / Sunnyvale, CA

  • Built personalized recipe discovery for the Alexa Mobile App with TypeScript and React Native.
  • Implemented a Flask and Python backend that reduced recipe retrieval latency by 80%.
2022AWS Data PlatformSoftware Development Engineer Intern

Jun – Sep 2022 / Seattle, WA

  • Automated PySpark jobs for cleaning and profiling 600GB+ datasets with AWS Glue.
  • Built a React dashboard for customer access to metrics across 1,000+ tables.

Tools of the trade

WritePython / Go / TypeScript

BuildReact / FastAPI / PostgreSQL / pgvector

ScaleKubernetes / Docker / Terraform / AWS

ExploreAI agents / ML infrastructure

Off the clock

Motorcycling

weekend rides, backroads, and anything with a good line through a corner

Poker

play the man, not the cards; poker vlogging at Lucky Lion Poker

Basketball

find me here Fridays at 7pm

University of California, San Diego
BS Data Science, Minor in Marketing