WORK
EXPERIENCE
// eBay_ML.ENGINEERING
eBay Inc.
Machine Learning Engineer · Intern · Summer 2025
- First ML model in payments history hitting production in US, UK & Germany
- +22% checkout conversion via XGBoost + neural net personalization
- End-to-end pipeline deployed on AWS SageMaker at scale
ML PIPELINE
eBay Payments
Hit Production
// MULTIPLY_LABS.ROBOTICS
Multiply Labs
Robotics Engineering · Pharma Automation
- Pharma automation via robotic arm manipulation systems
- Imitation learning + RL for dexterous pick-and-place
- Deployed control policies in real-world manufacturing
ROBOTICS
IMITATION LEARNING
RL
// MULTIPLY_LABS.ROBOTICS
Multiply Labs
Robotics Intern
- Robotic arm manipulation for pharmaceutical automation
- Imitation learning + RL for dexterous pick-and-place
- Deployed control policies in real-world manufacturing
ROBOTICS
IMITATION LEARNING
RL
◆ PATENT HOLDER · 2ND AUTHOR · THEORETICAL PHYSICS LAB
Optics &
Pose Estimation
MIT Theoretical Physics Lab · Patent · $2B Market
Made end to end robotics system for autonomous arrangement of optics setups. Secured patent for a $2B addressable market.
- Made end to end robotics system for autonomous optics setup arrangement
- Secured patent for a $2B addressable market
PATENT HOLDER
2ND AUTHOR
STEREO VISION
LIDAR · 6D POSE
◆ ACTIVE — MIT IMPROBABLE AI LAB
Tactile Robotics &
Simulation Training
MIT Improbable AI Lab · CSAIL · Cambridge, MA
Isaac lab simulation-based learning to teach robotic hands to understand object shapes through tactile sensors. Expanded research into latent understanding with VAEs and diffusion models.
- Isaac lab simulation-based learning to teach robotic hands to understand object shapes through tactile sensors
- Expanded research into latent understanding with VAEs and diffusion models
- Active research at MIT Improbable AI Lab · CSAIL
ISAAC LAB
TACTILE SENSING
VAEs
DIFFUSION MODELS
◆ DEPLOYED · HARVARD MEDICAL SCHOOL · MIT EDGERTON CENTER
Infection Detection
CV Pipeline
MIT Edgerton Center · Harvard Medical School · 2024
Adapted model to run locally using TensorFlow Lite with 85% accuracy. Partnered with Harvard Medical School to deploy to rural villages for accessible infection detection.
- Adapted model to run locally using TensorFlow Lite with 85% accuracy
- Partnered with Harvard Medical School to deploy to rural villages for accessible infection detection
- Won Harvard Medical School NTAC Prize for global health impact
HARVARD MEDICAL
DEPLOYED
TENSORFLOW LITE
85% ACCURACY
// MIRIM.3D_FASHION
Mirim
YC IAP · 3D Fashion App · 2025
- Automatically converts 2D clothing listings → photorealistic 3D models
- Built and presented at YC IAP (Y Combinator Internship Access Program)
- Neural pipeline for garment reconstruction from single-view images
YC IAP
3D RECONSTRUCTION
FASHION TECH
PYTORCH · NERF
// SKEYE.ROBOTICS_SAFETY
Skeye
Guardian Angel for Robotics · Real-Time Safety
- Distilled CV models detect external dangers — cameras, IMU & LiDAR fusion
- YOLO on Jetson Nano — battery efficient, plug-and-play robot integration
- Multimodal perception pipeline to accelerate robots into production
JETSON NANO
YOLO · CV
IMU · LIDAR
ROBOTICS SAFETY
// REFLEX.RL_PIPELINE
Reflex
Autonomous RL & IL Training Pipeline
- Autonomous agentic training loop — self-generates curriculum and environments
- Trains RL and IL policies rapidly with minimal human intervention
- Pluggable reward design and sim-to-real transfer pipeline
AGENTIC
RL · IL
PYTHON
ISAAC LAB