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Forward Deployed Engineer building AI-powered products from prototype to production.
Experience
Forward Deployed Engineer
Checksum AI- Leading end-to-end delivery of AI products into client software, managing design, launch, and enablement.
- Architecting self-healing QA pipelines by integrating LLM models like Claude to automatically analyze DOM changes and patch broken selectors.
- Developing internal AI tools using LLM agents to ensure uniform code quality across multiple codebases.
- Primary technical liaison for enterprise clients, leading design sessions, demos, and workshops.
Software Engineer - AI/ML
Shifa Precision Inc.- Led backend development of Project Oasis — patient "digital twins" on AWS and Neo4j.
- Built knowledge graph with 1M+ nodes and 10M+ relationships from biomedical data sources.
- Implemented LLM-based biomedical entity extraction achieving 95% accuracy.
Student Researcher
Center for Robotics and Intelligent Systems- Developed LLM-powered drone control system via natural language commands.
- Built RAG pipeline with LangChain, increasing command accuracy by 68%.
- Agile/Scrum development process with focus on quality and scalability.
Machine Learning Engineer
Kent Cam- Utilized data analytics to optimize camera feature integration.
- Automated cross-region data pipelines, reducing validation errors by 35%.
- Ensured 99.9% data integrity across multiple data streams.
Software Engineer
StuDetails- Built scalable web app with React & Flask serving 5,000+ monthly users across 50+ locations.
- Optimized AWS S3 workflows with AWS Glue, improving data accuracy by 25%.
- Implemented CI/CD pipelines, cutting deployment failures by 30%.
Projects
LLM-Powered Drone Control
AI system integrating drones with LLMs for natural language control. RAG boosts command accuracy by 68%.
InsureSearch: RAG Chatbot
Fine-tuned LLaMA-3 with RAG. Reduced token usage by 65% via top-k BERT search and 4-bit quantization.
CitySafe: Crime Dashboard
Analytics dashboard processing 1.5M+ records with SQL, Spark, and PostGIS. Reduced query time by 25%.
CreateFlow - CalHacks 11.0
Multi-agent system with LangGraph for content, scheduling & analytics. Cut creation time by 50%.
PRRP Graph Partitioning
Spatial regionalization with a novel PRRP algorithm module for graph data structures.
LLM-Powered Drone Control
AI system integrating drones with LLMs for natural language control. RAG boosts command accuracy by 68%.
InsureSearch: RAG Chatbot
Fine-tuned LLaMA-3 with RAG. Reduced token usage by 65% via top-k BERT search and 4-bit quantization.
CitySafe: Crime Dashboard
Analytics dashboard processing 1.5M+ records with SQL, Spark, and PostGIS. Reduced query time by 25%.
CreateFlow - CalHacks 11.0
Multi-agent system with LangGraph for content, scheduling & analytics. Cut creation time by 50%.
PRRP Graph Partitioning
Spatial regionalization with a novel PRRP algorithm module for graph data structures.
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Tech Stack
Education
University of California, Riverside
Master of Science in Computer Science
Vellore Institute of Technology, Chennai
Bachelor's in Computer Science and Engineering