Senior ML Research Engineer at Apple
I build intelligent systems at the intersection of generative AI, retrieval, and large-scale machine learning.
Occasionally I also convince agents to do useful things 🤖
🔬 Research
- 🤖 Generative AI & intelligent agents
- 🔎 Rethinking indices for RAG
- 🧩 Embeddings & representation learning
- ⚡ Efficient & scalable ML
- 🗂️ Large-scale retrieval & search
- 🎯 Recommendation systems
I’m interested in turning clever ideas into systems that actually work at scale.
💼 Experience
Apple · Senior ML Research Engineer
2025–Present
Amazon Search · Applied Scientist
2023–2025
Tata Research Design and Development Center · Research Engineer
2014–2018
🎓 Education
Rice University
PhD, Electrical & Computer Engineering
Indian Institute of Technology Hyderabad
B.Tech., Electrical Engineering
🧪 Selected Work
Identity with Locality — locality-aware hashing for large-scale genomic search. KDD 2025
A practical partition index for filtered similarity search. WSDM 2024
BLISS: A billion-scale index using iterative re-partitioning. KDD 2022
RAMBO: Fast processing and querying of 170TB of genomics data. SIGMOD 2021