Akash Patel

Data Scientist @Canadian Intellectual Property Office Office De La Propriété Intellectuelle Du Canada

Ottawa, ON, CA

Deployed BERT-based classification models for trademark categorization using AWS microservices.• Designed a few-shot learning pipeline with pseudo-labeling, synthetic data, and active learning, boosting accuracyfrom 30% → 80%+.• Created explainability dashboards (SHAP, Streamlit) to support human-in-the-loop AI review.