Experience

Developed multi-task learning model to assess surgical skill and predict patient outcomes for robotic-assisted Pancreaticoduodenectomy [MIS] grounded in explicit tool-tissue mechanics

Performed spatio-temporal analysis on monocular laparoscopic video [da Vinci Xi] to obtain markerless needle pose estimation, derive camera extrinsics, and identify suture events using depth extraction and segmentation

Co-authored grants/papers to establish a scalable paradigm for AI-driven assessment and real-time feedback to improve training, standardize performance, and reduce complications and costs

Performed Root Cause Analysis for coaxial cable product line employing Lean Six Sigma Methodology including DOE, Gauge R&R, Ishikawa and 5-Why diagrams, ANOVA models

Led testing for new vendor including elongation and tensile, electrical performance, raw material specifications and application

Initiated development of physical and electrical flexion performance tester for shielded cables

Performed research and optimization of current Microwave Server Machine, relating mechanical and electrical properties throughout the manufacturing process

Automated the collection, processing, and analysis of Insertion Loss data using Excel and VBA

Developed, validated, and performed test methods for Class I and II Endoscopic medical devices

Aided in the design, assembly, testing, and troubleshooting of prototypes for new product development

Authored and edited technical reports, design requirements, and protocols utilizing PTC Windchill

Worked cross-functionally with marketing, sales, quality, and PMO to push for product alignment and support design freeze

Submitted invention disclosure to Patent Review Board

Held weekly discussions for a section of 30 students

Led weekly office hours

Worked with staff to grade students’ coursework