Research Experience
Found 4 research item(s).
Graduate Independent Study
- Research Group / Advisor: Prof. Davi Geiger (for Kooick.ai) — NYU, New York, USA
- Description: Benchmarking ML algorithms for image-change detection tasks, focused on identifying objects removed from vending machines.
- Dates: Feb 2026 — Present
Graduate Researcher – Search and Ranking
- Research Group / Advisor: Agentic AI Learning Lab (Prof. Mengye Ren) — NYU, New York, USA
- Description: Architected multi-stage RAG pipelines and embedding infrastructure for 5.7M+ documents; reduced retrieval latency from 380ms to 130ms.
- Dates: Feb 2025 — Dec 2025
Research Project
- Research Group / Advisor: Prof. Barsha Mitra — Hyderabad, Telangana, India
- Description: Built a traffic-analysis pipeline and models that identify IoT devices with >94% accuracy; published at SECRYPT 2023.
- Dates: Aug 2022 — Dec 2022
Research Project
- Research Group / Advisor: BITS Pilani & Nucleus Software Exports Ltd. (Advisor: Prof. N. L. Bhanumurthy) — Hyderabad, India
- Description: Built a metric-extraction + ML pipeline to flag bug-prone Java files with >91% accuracy; informed Agile policy updates to reduce post-release defects.
- Dates: Jan 2022 — Jun 2022