// experience · AlphaBits Technologies
Data Science Intern
Rebuilt a Python search-ranking experimentation and offline evaluation workflow.
- Organization
- AlphaBits Technologies
- Period
- Aug 2023 – Jan 2024
- Location
- Bengaluru, India
What I worked on
- Rebuilt preprocessing, feature generation, SQL-backed analysis, and evaluation across 5 model variants; cut iteration time by 90% and improved relevance by 10%.
- Created an offline ranking evaluation harness tracking relevance, error cases, and preprocessing differences across model variants before deployment.
Technical context
Python · SQL · Ranking models · Feature engineering · Offline evaluation