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LG
Systems · Product · Builder · Generalist

Built across the Stack. AI · Autonomy · Infrastructure · Product. Prototype to Production at Scale.

Cross-functional engineer with 6+ years building AI, autonomy, and connectivity platforms end-to-end. Bridges stakeholders and engineering, from whiteboard to production in regulated global environments.

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Platform Engineering
AI Product
LLM Pipelines
Agentic Workflows
Satellite Connectivity
Autonomous Vehicles
Systems Architecture
Robotics Fleet
Sensor Fusion
Computer Vision
MCP Integration
Edge Deployment
Technical PM
End-to-End Delivery
Platform Engineering
AI Product
LLM Pipelines
Agentic Workflows
Satellite Connectivity
Autonomous Vehicles
Systems Architecture
Robotics Fleet
Sensor Fusion
Computer Vision
MCP Integration
Edge Deployment
Technical PM
End-to-End Delivery
Selected experience

The work.

VS
Viasat Inc
Satellite · Platform · AI · 2022–Present
Architected platform APIs and AI agent workflows for satellite connectivity serving 1,000+ commercial airline operators globally.
AI
Alert Innovations
Robotics · Fleet · 2021–2022
Built automated validation environment for robotics systems deployed in Walmart grocery fulfillment centers.
SI
Siemens
Robotics · AI · Manufacturing · 2020–2021
Led simulation of underwater snake robot locomotion in ROS with ARM Institute and CMU. Delivered CV pipeline for Boeing aircraft quality assurance.
MO
Motional
AV · Sensor Fusion · 2021
Designed integration testing framework for AV perception stack with multi-sensor fusion across LiDAR, RADAR, IMU, and GNSS.
UAV
Autonomous UAV, TKU Taiwan
Avionics · Control · 2019
Developed autonomous flight controller and ground station using Pixhawk and MATLAB/Simulink, validated via SITL and HITL in X-Plane.
CV
Aircraft CV, Aviation Safety Council
Computer Vision · Safety · 2019
95% accuracy in automated pitch and bank angle detection for commercial aircraft, replacing manual inspection with data-driven analysis.
Most engineers build for the spec. The best ones build for outcomes. The whiteboard doesn't surface what fails at scale. Shipping does.
What I bring

How I build.

01
System Requirements
Define success before you build. Align on constraints, edge cases, and scope with stakeholders. Catch failure modes before they become structural.
02
Product Planning
Translate requirements into roadmap and specs. Scope, risk tolerance, and milestones locked before build starts.
03
System Architecture
Design for failure modes, not the happy path. Distributed platforms, LLM pipelines, perception stacks built to hold under load and degradation.
04
AI Workflow
Building agentic systems end-to-end. LLM pipelines, multi-agent orchestration, MCP integrations. Automation that compounds and cuts iteration from weeks to hours.
05
Eval & Testing
Staged validation: sim before hardware, hardware before live. Integration harnesses and statistical characterization. Validation is the confidence function, not a checkbox.
06
Monitoring + Observability
Observability from day one. Metrics, alerts, and go/no-go criteria baked in. Shipped means nothing if you can't see it running.
Vision to execution,
end to end.
Generalist by design. I learn fast, build faster, and lead where the problem ships.
Get in touch

Let's work together.

Always excited to take on projects that push the boundary. Open to roles, collabs, or just a conversation. If you're building something hard and moving fast, I'm in.

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