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Advanced Data Science Associate

ZS

Built agentic AI and language-model systems for life sciences and healthcare.

• Built an agentic AI platform for life sciences, automating FDA dossier reviews with word-level traceability across 2,000+ source documents
• Built and scaled a custom semantic LLM prompt router to handle 3,000+ requests daily
• Post-trained small language models for healthcare, achieving performance comparable to frontier models

Predoc Associate

DRDO & Indian Institute of Science, Bangalore

Developed embedded ML systems for combat-aircraft applications and scientific ML research at AiREX Lab.

• Wrote C++ inference modules for CASDIC combat-aircraft hardware, optimizing ML model execution under embedded latency constraints and reducing inference time by 35% versus baseline
• Fine-tuned IBM Granite and Gemma models for scientific ML tasks, built a Graph-RAG pipeline that outperformed baselines by 45%, and led development of PULSE and SciREX under AiREX Lab

Data Scientist

Bajaj Finserv Health

Built fraud detection models and graph-based pipelines for Bajaj Health's payments pipeline.

• Built a fraud detection model that caught 20% more abusive transactions than the existing rule-based system, processing 3000+ transactions/day across Bajaj Health's payments pipeline
• Built a graph-based fraud detection pipeline in Neo4j and Memgraph with optimized SQL feature extraction, improving linked-fraud recall by 55% and model precision by 30% versus tabular baselines

Open Source Technical Writer

OpenMined

Created technical documentation and educational material for privacy-preserving ML.

• Wrote beginner tutorials and technical documentation on differential privacy and federated learning for PySyft, and integrated them into OpenMined's onboarding docs
• Published blog posts explaining privacy-preserving ML concepts, driving monthly reads across OpenMined channels

B.Tech

National Institute of Technology, Hamirpur

Electrical Engineering

CGPI: 8.56

• GATE Data Science (DA) AIR 663

Disentangling Recall and Reasoning in Transformer Models through Layer-wise Attention and Activation Analysis

AAAI XAI4Science Workshop (2026)

Can Linguistically Related Languages Guide LLM Translation in Low-Resource Settings?

LoResMT: EACL Workshop (2026)

The Evolution of FlashAttention

ICLR Blog Post Track (peer-reviewed) (2026)

GPU Programming with Triton

Manning Publications — Author (MEAP, 2026)

Equilibrium Dynamics and Mitigation of Gender Bias in Synthetically Generated Data

AAAI Workshop on Shaping Responsible Synthetic Data in the Era of Foundation Models (2025)

RADAR: Mechanistic Pathways for Detecting Data Contamination in LLM Evaluation

NeurIPS LLM Evaluation Workshop (2025)

Alcuin — Deep AI Learning Platform

A mathematically rigorous AI learning platform with structured topic flows for many simultaneous learners.

• Built a learning platform with mathematically rigorous AI courses and structured topic flows for many simultaneous learners

Teaching Assistant, DS-246 Generative & Agentic AI in Practice

IISc Bangalore

ML & Data Science Trainer for DRDO Scientists

DRDO Industry Academia Centres of Excellence (DIA-CoEs)