Work Experience
Research & Internships
Research Intern — Indian Institute of Science, Bangalore
Jan 2026 onwards · Bangalore, India
- Continual learning
- Class incremental learning
Computer Vision Intern — The Habitats Trust
Jan, Jun - Aug 2025 · Remote
- Scoped the technical requirements for the HabiDATA platform by conducting a comparative analysis of over 15 existing AI models and data management tools (e.g., MegaDetector, SpeciesNet, CamTrap, YOLO, Agouti)
- Translated qualitative feedback from partner surveys into functional specifications and UI/UX principles for the application’s core annotation and analysis modules
- Engineered a modular desktop application to execute the data processing pipeline, creating a scalable tool for end-to-end management of camera trap workflows
- Built a Human-in-the-Loop (HITL) annotation module by wrapping the pre-trained MegaDetector model, automating the initial segregation of images (animal, human, vehicle) into a review queue for efficient expert validation and further species-level classification using SpeciesNet
