Kirti D.
Sales Associate @adidas
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WORK HISTORY
Sales Associate @adidas
Toronto, ON, CA
EDUCATION
DAV international, Amritsar
High School Diploma
York University
Honors Bachelor's of Science in Computer Science, Computer Science
Lassonde School of Engineering - York University
BSc Hons. Computer Science, Computer Science
ABOUT KIRTI D.
I build ML systems that work in the real world - not just in notebooks.At RBC Borealis AI, I built DeepScan - a deepfake detection system using Vision Transformers that hit 96.4% accuracy on FaceForensics++. I designed the full pipeline - Hugging Face for training, Flask for inference, React for the frontend - and deployed it for real-time media authentication.Currently working as an AI Trainer at Outlier AI, reviewing and improving LLM outputs for accuracy and reasoning.On the research side - my quantum ML paper (arXiv:25•••••89) won 1st place at FLIQ 2025 and got featured in Quantum Zeitgeist. We hit 100% classification accuracy with way fewer quantum resources than expected.I also built Campus Compass - an indoor navigation system I led at York that won the Jarrell Family Interdisciplinary Award. And Lexi - a medical AI assistant that uses computer vision to help visually impaired users read medication labels in real-time.
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