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🤖 Machine Learning Engineer | 🧠 Biologist | 🌐 Community Builder
Machine Learning at Cohere, Vector Institute and University Health Network, Computer Science and Neuroscience student at the University of Toronto, ambitious to push the boundaries of developing Artificial Intelligence and understanding Biological Intelligence.
Engineered a SOTA model to optimize DNA sequences for protein expreesion in 164 organisms, releasing the largest toolkit for codon optimization. |
Built the world's most advanced medical reasoning agent for chest x-ray interpretation, outperforming general purpose and medical trained models. |
Created the first reasoning model in biology that would reason on DNA and natural language to predict how a mutation would lead to a disease. |
- University Health Network (WangLab): Building medical reasoning agents for chest X-ray (Sep 2024 - Present)
- Vector Institute: Developing multimodal medical LLMs and EHR foundation models (Jan 2024 - December 2024)
- Broad Institute of MIT and Harvard: Researching safety and privacy of healthcare models (Aug 2024 - February 2024)
- Mayo Clinic: Detecting cancer using contrastive learning of pathology & radiology images (Jul 2024 - October 2024)
- BorealisAI: Generating radiology reports with medical language models (Mar 2024 - Aug 2024)
- Vector Institute, UHN: Building biological reasoning models and state-of-the-art DNA foundation models (January 2025 - Present)
- INSERM, France: Optimizing DNA sequences for protein expression (Jul 2023 - Sep 2024)
- Xatoms: Developing novel photocatalytic structures to clean water (Oct 2024 - December 2024)
- iGEM Toronto: Generating novel plasmids with antibacterial properties (Mar 2024 - October 2024)
- UofT Machine Intelligence Team: Predicting protein function with AI, won 2nd prize in CUCAI 2024 (Aug 2023 - Jul 2024)
- UofT Filion & Koyama Lab: Translating zebrafish brain activity to body movements (May 2023 - August 2023)
- GenAI Genesis: Organizing Canada's largest AI hackathon as founder & co-chair (Sep 2023 - Present)
- Google Developer Group: Leading GDG at University of Toronto (Aug 2023 - April 2025)
- International Biology Olympiad: Silver Medalist (2021)
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