Michael Golendukhin
Mechatronics Engineering Student
Scarborough,ON
Summary
Enthusiastic Mechatronics Engineering student with expertise in machine learning, software engineering, embedded systems, robotics, and mechanical engineering. Proven collaborator in cross-functional teams, delivering innovative solutions. As a Machine Learning Engineer Intern at AMD, received the RTG Next 5% Award for testing and validating Large Language Models. Recognized for exceptional problem-solving and communication in fast-paced SCRUM-Sprint settings. Actively contributes to McMaster BAJA Racing's Data Acquisition team, driving improvements in race vehicle performance through innovative projects.
Overview
5
5
years of professional experience
Work History
Machine Learning Engineer Intern
AMD
Markham, ON
05.2023 - 04.2024
- Initiated A/B tests to validate LLM model performances prior to production.
- Established scalable automated processes to validate and verify the accuracy and speed of machine learning models.
- Gathered customer requirements and developed machine learning product features to address needs, specifically with the development of LLM Plugins.
- Programmed scripts in Python to extract datasets from code bases for fine tuning an LLM on code generation requirements and preferences.
Math Instructor
Mathnasium
Scarborough, ON
06.2023 - 08.2023
- Fostered an understanding of mathematical concepts by using real world examples. Helped improve student test scores.
- Monitored student performance, providing frequent feedback for improvements.
- Developed lesson plans to teach math concepts and skills to students of all levels.
Cashier
Esquire Greek Restaurant
Scarborough
03.2019 - 08.2022
- Demonstrated great communication and teamwork, serving many orders in a fast-paced environment
- Balanced 15-30 hours of work a week during first year and high school while maintaining an A average.
Education
Mechatronics Engineering
McMaster University
Hamilton, ON04-2025
Skills
- Machine Learning
- Fluent in Python, C, C, GIT (Bash-Scripting)
- CAD (Solidworks, AutoCAD)
- Embedded Systems (Various projects on Arduino & STM32 Boards)
- Data Acquisitions & Data Analytics
- Familiarity with Assembly, JavaScript, CSS
- Proficient Workshopping Skills (Soldering, Welding, Lathing)
- Expert in Microsoft Suite (Excel, Word, Outlook, etc)
Personal & Extracurricular Projects
McMaster Baja Racing [DAQ] - From September 2021 to Present.
- Implemented & mounted an external push-to-talk button on the steering wheel for radio communication
- Designed an accelerometer for the racing vehicle using pressure sensors
- Implemented & mounted an RPM sensor to the rotors of the vehicle to determine live vehicle speed
- Designed a new PCB to organize all our team’s electrical circuitry into one board
- 3D modeled, printed, and wired up a new charger/holder for the team’s official competition transponders
McMaster Mars Rover Team [Chassis] - From August 2022 to Present
- Learned and practiced various workshopping skills including welding, lathing, CAD
NewHacks (UofT Hackathon)- Participated in November, 2021
- Designed a Google Chrome Extension to implement the Pomodoro technique for studying. Excellent experience for developing collaboration skills, problem solving, and time management. Used JavaScript, HTML, CSS to develop product.
Accomplishments
- Recipient of the AMD Next 5% Award during my internship
- Maintaining placement on the Dean's Honour List throughout University career
- Many awards in high school Waterloo Math Contests, piano recitals, chess contests, other extracurricular high school teams
References
References available upon request.
Timeline
Math Instructor
Mathnasium
06.2023 - 08.2023
Machine Learning Engineer Intern
AMD
05.2023 - 04.2024
Cashier
Esquire Greek Restaurant
03.2019 - 08.2022
Mechatronics Engineering
McMaster University
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