Kelsey

Consultant & ML Engineer  ·  View projects ↗

• Built reusable RAG pipelines and agentic AI workflows, standardizing ML patterns across financial services projects.
• Architected an AI-powered call center training platform — cut ML inference from 15s to under 3s.
• Contributed to RFP responses covering AI governance, regulatory compliance, and bias mitigation.

Deep Learning Intern

• Trained and fine-tuned multimodal models (PyTorch) for video and audio event detection.
• Developed preprocessing pipelines for large-scale vision and audio datasets.

Data Science Intern

• Built an image preprocessing pipeline (Docker, CNN, ResNet) — 80% reduction in processing time.
• Developed a genetic algorithm optimization pipeline for game development.

M.Sc. Researcher

• Thesis on AI fairness — bias and equity in overparameterized deep learning models.
• Reviewer for ICML and NeurIPS workshops on Algorithmic Fairness.
• NSERC Master's Scholarship ($17,500) · MITACS Scholarship ($15,000) · Grad Excellence Award.