
Business and technology professional with experience building machine learning tools, automating workflows, and running multi-location retail and service operations. Proven ability to translate real-world business problems into data-driven and AI-powered solutions. Led teams, optimized inventory and marketing operations, and delivered customer-facing digital products across retail, telecom, and university dining services.
YouTube Transcript Summarizer (NLP, Python)
Built an NLP pipeline to extract and summarize long-form video transcripts, improving content analysis speed by over 60%. Implemented text cleaning, segmentation, and key-point extraction.
Agricultural Yield Forecasting (ML, Regression)
Developed a supervised learning model using weather and soil data to predict crop yield. Performed feature engineering, model tuning, and performance evaluation with regression metrics.
Emotion to Emoji Classifier (Computer Vision)
Created a lightweight computer vision model to map facial expressions to emoji outputs. Improved accuracy through dataset labeling and iterative model tuning.