Built With
| lowinertia |
George Mogilnikov (1011277798)
Mechanical Engineering Student & ML Researcher
Toronto, Ontario, Canada
ABOUT ME
I am a Mechanical Engineering undergraduate with an Engineering Business minor at the University of Toronto, pursuing a career at the intersection of machine learning, bioengineering, and robotics. My goal is to build intelligent physical systems that apply data-driven models to real-world biological and mechanical problems. Through experience in machine learning research, robotic system design, and multidisciplinary teamwork, I am developing the technical and leadership foundation required to work on high-impact, applied engineering challenges.
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.
Git
LaTeX
Research
Python (NumPy, pandas, PyTorch)
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.
Engineering specification writing
Design iteration and decision-making
Problem analysis and cost evaluation
CAD modelling and assembly drawing creation
Teamwork and collaborative project management
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.
Scientific research
Teamwork and leadership
Structured engineering design
Concept development & justification
Visual + written technical communication
Problem analysis & requirement development