Kamil Ginyatov

Toronto,ON

Overview

year of professional experience

Laboratory of Advanced Biotechnologies for Health Assessment

11.2024 - Current

Leading a software team with PhD researchers to develop a CycleGAN-based deep learning model using 1D CNNs and Transformers. Built preprocessing (normalization, filtering), optimized losses (cycle, identity, adversarial), and directed training on Compute Canada (A100 GPUs) for benchmarking and convergence.

Bergeron Entrepreneurs in Science and Technology (York University)

05.2025 - Current

Selected for York competitive experiential learning program focused on tech entrepreneurship.
Advancing a startup project under mentorship, focusing on innovation, scalability, and product-market fit.

York University

Toronto, ON

01-2026

Python, Java, SQL, Spring Boot, REST APIs, JWT, PyTorch, Transformers, 1D CNNs
CycleGAN, Git, Jupyter, SLURM, Compute Canada, Signal Processing, MVC

Bergeron Entrepreneurs in Science and Technology (York University)

05.2025 - Current

Laboratory of Advanced Biotechnologies for Health Assessment

11.2024 - Current

York University