I build robots that reason about the physical world — specializing in
manipulation, dynamics modeling, and bridging simulation to reality.
Currently finishing a PhD in Robotics Engineering at WPI.
I’m a PhD candidate at Worcester Polytechnic Institute, where I research
active perception and parameter estimation for robot manipulation. My work focuses on
letting robots figure out the physical properties of objects they’ve never encountered before —
without being told in advance.
My background is rooted in analytical, model-based methods — robot dynamics,
sim2real transfer, and model-based control. I’m increasingly combining these with modern
machine learning to build systems that are both physically grounded and data-driven.
Before the PhD, I deployed and programmed autonomous mobile robots for
Fortune 500 clients at Seegrid. I hold a B.S. in Mechanical Engineering from Columbia University.
I’m looking for research engineer roles where I can build systems that actually work —
in the real world, not just on paper.
Simulation environment in MuJoCo where a robot arm must estimate the mass and inertia
of unknown objects during a manipulation task — using reinforcement learning rather than
analytical estimators. Extension of PhD work into learned dynamics.
Designed and validated a graph-based grasp planner using a modified breadth-first
search algorithm. Selects optimal arm configurations for payload manipulation based on
estimated CoM, minimizing torque and improving stability.
Multi-robot task allocation system using graph-based search to dynamically
distribute robots across a workspace. Optimizes coverage and throughput
under real-time constraints.
Implemented a constraint-based haptic simulation framework for 3D interaction.
Models contact forces and physical constraints to produce realistic tactile feedback
in a virtual environment.
Built internal Python tooling at Seegrid to automate and accelerate AMR deployment
for Fortune 500 clients. Reduced per-installation time by ~48 hours. Also designed
fleet pathing logic for 20+ robot sites.
Senior capstone project at Columbia: designed and built a tensegrity-based rolling
robot for planetary exploration. The structure uses tensile integrity to survive
impacts without rigid housing.
I’m actively looking for research engineer and applied scientist roles in robotics and robot learning, based in Boston. Open to relocation for the right opportunity.