I’ve always been curious about how things work - starting with my background in Mechanical Engineering and evolving into a passion for software development.
Processed and studied vast volumes of text data using natural language processing techniques, eliminating noise and discrepancies to enhance data quality for advanced analytics, resulting in more accurate insights and decision-making.
•
Implemented NLP methodologies and leveraged Hugging Face pipelines to extract essential sentences and keywords from text data, lead to 40% reduction in information handling time for the Investor Relations team’s business insights.
•
Applied Universal sentence encoder models to enhance quarterly trend identification accuracy by 20%, while achieving a 95% success rate in emotional tone detection for keyword-related conversations, and created visualization dashboards.
•
Automated manual transcript reading using a Machine Learning Pipeline, reducing downtime from hours to 15 minutes.
