At Colgate Global Business Services, I analyzed datasets with Domo and Snowflake and developed automated Domo workflows for dataset updates and deletions. I also supported data entry and management in Microsoft Excel.
For my Deepfake Audio Detection project, I engineered a speech detector using WavLM representations and attentive statistics pooling. It achieved 0.60% EER on clean data and 2.93% EER under acoustic augmentation on ASVspoof 2019 LA.
I collaborated with a four-member team to deploy the detector as a Streamlit dashboard with real-time voice testing, analytics, and PDF report export. I also applied two-stage fine-tuning with RIR, RawBoost, and codec-based augmentation.
In Campus Compass, I developed a responsive campus navigation platform with an interactive map, dynamic search, REST APIs, and reusable React components. At Orion Racing, KJSCE, I engineered and optimized electronic battery board components for a Battery Management System.
