02 Work

Selected work in deployed hardware and controls-focused systems.

This is the core proof. Mainspring comes first, followed by Berkeley MPC and my Daimler Truck internship. The common thread is engineering at the boundary between physical behavior, controls, and decision-making tools.

Mainspring Energy

Fleet Ops & Analytics Engineer

Operating and improving a growing fleet of linear generators through troubleshooting, analytics, and internal tooling.

Reliability, telemetry, service operations, controls-aware diagnosis

2024 - Present

The work spans remote troubleshooting, fleet visibility, and Python workflows that help operations, controls, and mechanical teams make faster decisions around deployed energy hardware.

Mode Fleet ops + analytics

Stack Hardware, controls, telemetry

Goal Faster fleet decisions

Electromechanical systems
Remote fleet triage
Telemetry analysis
Python tooling

UC Berkeley MPC Lab

Graduate Student Researcher

Built energy-aware control and validation workflows for an autonomous EV research platform.

MPC, vehicle energy modeling, validation, autonomy integration

2023 - 2024

I developed a real-time MPC workflow, built the supporting vehicle energy-modeling pipeline, and helped move the work toward on-vehicle validation instead of leaving it as a simulation-only result.

Mode Controls research

Stack MPC, modeling, EV integration

Goal Efficiency-aware autonomy

Model predictive control
Vehicle energy models
Autonomous EV platform
Physical validation

Daimler Truck North America

Mechanical Engineering Intern, EV Platforms

Supported EV platform analysis and physical design changes for an electric bus program.

EV packaging, analysis workflows, mechanical design support

2022

I built Python-based EV analysis workflows and supported physical platform changes through bracket and routing design work, combining practical hardware constraints with cleaner engineering analysis.

Mode EV platform internship

Stack Mechanical design, Python, packaging

Goal Better analysis and physical integration

Electric vehicle platforms
Mechanical packaging
Python analysis tooling
Design iteration

Selected work in deployed hardware and controls-focused systems.

Mainspring Energy

UC Berkeley MPC Lab

Daimler Truck North America

If the role lives between physical systems and software, that is usually where I fit best.