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Complementary Protein Property Control from Weight and Activation Spaces Using ML techniques

Complementary Protein Property Control from Weight and Activation Spaces Using ML techniques

This project explores how to steer protein language models toward specific biochemical properties using unsupervised edits in weight and activation spaces. Note: The code and model's details cannot be shown under NDA.
Python (NumPy, pandas, PyTorch)GitLaTeXResearch
Low-Cost 6-DOF Robotic Camera Arm for Independent Cinematographers - MIE 243 - Engineering Design

Low-Cost 6-DOF Robotic Camera Arm for Independent Cinematographers - MIE 243 - Engineering Design

My team designed a low-cost, long-reach cinematography robot arm for hobbyist filmmakers, addressing the need for affordable, smooth camera motion compared to more expensive professional systems.
CAD modelling and assembly drawing creationEngineering specification writingDesign iteration and decision-makingTeamwork and collaborative project managementProblem analysis and cost evaluation
Reducing Epidural Hematoma after Brain Surgery

Reducing Epidural Hematoma after Brain Surgery

Our team developed a conceptual solution to reduce epidural hematoma (EDH) formation after craniotomy, addressing the clinical problem of long dura-closure times and postoperative complications.
Teamwork and leadershipProblem analysis & requirement development Structured engineering design Scientific researchConcept development & justificationVisual + written technical communication