Jan 2025 – Feb 2026 · 1 yr 1 mo · San Francisco, California, United States · Remote

• Built a Retrieval-Augmented Generation (RAG) system that significantly improved LLM factual accuracy and reduced hallucinations for historical queries by grounding responses in 118k verified Guardian articles
• Developed automated evaluation framework that quantitatively measures LLM performance across 8 criteria, enabling researchers to systematically compare different AI approaches with data-driven insights
• Created interactive web application allowing users to directly compare standard vs. context-enhanced AI responses, demonstrating clear improvements in specificity and source attribution
• Reduced information retrieval time from manual research to sub-second queries while maintaining source traceability, making historical analysis more accessible to researchers
• Established reproducible methodology for evaluating LLM truthfulness that can be applied to other domains, contributing to more reliable AI systems in research settings

May 2022 – Aug 2023 · 1 yr 3 mos · Bengaluru, Karnataka, India · On-site

• Built deep learning classification model achieving 96% accuracy using TensorFlow and Keras, enabling automated image analysis that previously required manual review
• Processed and cleaned large image datasets with filtering and augmentation techniques, improving model reliability on real-world data
• Optimized model performance through batch normalization and network architecture tuning, reducing prediction errors by 15% over baseline
• Deployed working model with Streamlit interface, allowing veterinarians to classify images instantly with confidence scores for decision-making

May 2022 – Aug 2022 · 3 mos · Bengaluru, Karnataka, India · Hybrid

• Built full-stack application managing user data through React frontend and Node.js APIs, streamlining data access for internal teams
• Created automated test suite with Jest and Playwright, catching bugs before production and reducing support tickets by eliminating common issues
• Implemented secure user authentication with JWT tokens, protecting sensitive data while maintaining smooth user login experience
• Set up automated deployment pipeline with Fly.io, cutting manual deployment time from hours to minutes

Dec 2021 – Mar 2022 · 3 mos · Bengaluru, Karnataka, India · Remote

• Developed a hosted web application in 4 months using React and Node.js, solving a real-world problem that was funded by the government
• Built responsive interface supporting multiple image uploads and selection, improving user workflow efficiency for batch processing tasks
• Collaborated with team using Git version control to deliver functioning prototype under strict hackathon deadlines
• Demonstrated full development cycle from concept to working demo, showcasing ability to rapidly build solutions under pressure

Oct 2021 – Dec 2021 · 2 mos · Bengaluru, Karnataka, India · Remote