Ranked 50th among 1,500+ competitors in the Trace the Ace NLP competition.
My work focuses on end-to-end Machine Learning and NLP from project architecture, EDA and feature engineering to model experimentation, error analysis, tuning and evaluation.
I have built 50+ GitHub projects, including several advanced ML/NLP systems developed through practical and competition-based problem solving. My work also extends to Flask API integration and lightweight deployment on Render.
I maintain an active professional network of 1.6K+ on LinkedIn.
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