Projects

Retrieval & Ranking for Agents

Oracle Cloud InfrastructureTech Lead2025

MultimodalMultilingualAgentsRAGNL2SQL

• Improved quality and robustness of Agentic Platform for all Retrieval.
• Innovated Context-Aware ranking from Structured (SQL/Code) and Un-structured Sources (Documents/Images/ Audio/Video).
• Trained in-house multimodal and multilingual embedding and ranking models.

Responsible AI & Safety

Oracle Cloud InfrastructureCo-Lead2024-2025

AgentsMultilingualMultimodalGuardrails

• Led research for Responsible AI practices for the Agentic Platform.
• Developed multilingual and multimodal content moderation models.
• Implemented safety guardrails and monitoring systems.

GenAI Agentic Platform

Oracle Cloud InfrastructurePrincipal Applied Scientist2023-2025

AgentsRAGNL2SQLMultimodalMultilingual

• Led Applied Science for Oracle's GenAI Agentic Platform supporting RAG, NL2SQL, Code Agents.
• Guided Content-Moderation and Responsible-AI for the plaform.
• Handled customer integration and feedback loops for continuous improvement.
• Led Agentic AI usecases Tech Support, Healthcare, SQL, SalesHelp, Education.

Notes

Document AI

Oracle Cloud Infrastructure, Jio PlatformsSenior Applied Scientist2020-2023

Document-AIMultilingualMultimodal

• Led Applied Science for Document AI services in Oracle Cloud and Jio Platforms.
• Developed key capabilities: Document Understanding, Key-Value Extraction, Table Extraction, OCR
• Built few-shot multilingual and multimodal models with low-latency.
• Established synthetic data generation pipelines to augment training

US Patent