What I've
actually shipped.

Bright.AI

I built software that brings machine intelligence into the real world, from overhead cameras on an industrial floor to a wearable for field technicians. After the summer, my contract was extended through September so I could keep developing the computer-vision model I had built from scratch.

• Built an end-to-end computer-vision system for a waste-to-energy facility from raw, unlabeled footage: frame ingestion, SAM3 auto-labeling, and YOLO11 fine-tuning.
• Deployed the detector with TensorRT to a Jetson Orin edge hub (155 ms/frame, zero dropped frames), ran it live in shadow mode, and demoed it to the client and our CTO.
• Benchmarked on-device LLMs for an industrial wearable's knowledge-graph RAG assistant, using a 377-question golden set and a latency model that drove the model-size decision.
• Indexed a 67-repo IoT platform into a queryable code knowledge graph over MCP, then ran an AI-assisted security audit that surfaced critical findings.

Everyone.ai

I've been calibrating data to train child-safety evaluations for LLMs and LVMs, helping models learn what's appropriate for younger users. I have run AI-safety workshops for 150+ students, written and filmed manifestos that were presented to the G7, and crafted slide presentations while ensuring translation consistency.

Microfinance at Berkeley

I'm now a Project Manager for Johnson & Johnson, doing AI consulting: figuring out where AI can make a real difference in their work, which specific tools fit each case, and possibly building those tools myself.

Consulting for all-size businesses, small through corporate, and supporting KIVA crowdfunding. I automated our data-visualization pipelines, cutting coding and debugging time without uploading sensitive data to any LLMs.

Undergraduate Private Equity Club

Hands-on financial modeling by building DCF and LBO analyses and valuation models in Excel, all while gaining an understanding of the assumptions behind them.

FRC Robotics

Built scouting strategies and the data workflows behind them while leading a team of 15–20 scouts. Recognized with the Entrepreneurial Leadership Award.

High School Investment Club

Started and ran an investment club from scratch. I built the curriculum, the community, and the habit of learning about markets through virtual stocks.