Every subsystem, one platform.
DC motor drive, steering actuation, battery power, ultrasonic, temperature and speed sensing — integrated from first wire to final control logic.
Robotics · Autonomy · Control
I build intelligent machines that survive contact with the real world.
ExploreThe parts can be perfect.
The system still has to work.
My work lives at the boundary between mechanism, electronics, perception, and control. I design the system, build it, then find out why the assembled machine behaves differently from the model.
That last step — isolating the interaction no single component test revealed — is where engineering gets interesting.
A ground-up electromechanical platform integrating motor drive, steering, sensing, power distribution, and embedded decision-making.
DC motor drive, steering actuation, battery power, ultrasonic, temperature and speed sensing — integrated from first wire to final control logic.
Obstacle response became inconsistent outside the lab. The apparent software problem was actually sensor noise compounded by actuation lag.
Signal filtering, revised sensor geometry, and delay-aware loop tuning turned intermittent behavior into repeatable field performance.
Personal AI operating layer for Windows.
Multi-brain cognition. Bounded autonomy.
HUD · terminal · LAN · GUI · voice
Single-flight OODA pipeline
Direct · live · deep verification
Class A · Class B · forbidden
System control · agents · persistence
Four concurrent queues coordinate input, speech, synthesis, and background monitors without blocking the interaction loop. Requests route across cloud and local models; every planner, agentic, and autonomous action crosses one permission rail.
Read the full architecture referenceA 50 mm telescopic locomotion mechanism modeled, printed, assembled, and tested against a fixed pipe constraint.
Calibrated camera poses and voxel visual-hull reconstruction using Harris features, RANSAC outlier rejection, and SVD.
Dual H-bridge board designed in KiCad, pre-validated in LTspice, assembled, and bench-verified against expected electrical behavior.
A state-machine architecture for conveyor handling and robotic sorting, including explicit fault states for missed grasps.
ROS Noetic occupancy-grid mapping, ground-truth benchmarking, scan-matching, and loop-closure tuning to reduce accumulated drift.
PID and state-feedback design against settling-time, overshoot, stability-margin, and steady-state-error targets.
SolidWorks · Fusion 360 · MATLAB · Simulink · Python · C/C++ · ROS · OpenCV · KiCad · Linux · Git.
Have a hard system
that needs to work?