M. Rupesh Kumar
Applied AI Engineer @ Nvidia | Ex-Krutrim | MS(R) IIT-Delhi’24 | LLM | Generative AI | Multi Agent Autonomous systems | Conversational AI | NLP |
- Role
- Ai Research Engineer at NVIDIA
- Location
- Bengaluru, IN
- LinkedIn followers
- 500 followers
About M. Rupesh Kumar
I’m currently working as an AI Research Engineer at Krutrim, focusing on AI-driven…
Experience
Ai Research Engineer
Jul 2024 — Present · Bengaluru, IN
Designed and developed Kruti, a multilingual and multimodal AI assistant, integrating web-based information retrieval with source attribution, along with agentic workflows enabling conversational access to services across the Ola ecosystem, including cab booking, food ordering, and utility bill payments- Designed & built Contact Center AI, an autonomous support platform replacing human agents across OLA Electric, Cabs, and Foods, achieving 95% accuracy in QA benchmarks and 4.5x faster resolution & onboarding. Engineered a playbook-driven automation framework for seamless client onboarding from diverse business artifacts- Engineered an in-house RAG system with token compression using symbolic predicate logic, reducing dependency on external DB calls, improving information recall by 1.4x, and achieving 48% token compression for optimized retrieval and efficiency- Developed Dristi chat, a natural language to SQL query engine, achieving ~89% accuracy in translating user queries into SQL to extract insights from a video analytics platform, automating report generation and data retrieval- Developed an AI-powered telematics app enabling natural language interactions for scooter telemetry & ride analytics. Designed a multi-agent system for intelligent data extraction, analysis, and adaptive visualization (graphs, tables)- Architected an Agentic-AI Builder on Autogen-studio, enabling autonomous team-of-agents deployment, enhancing scalability & adaptability for AI-driven workflows.
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