Work Experience & Internships

R&D Intern

Samsung PRISM R&D Institute
November 2025 – Present
Bangalore, Karnataka
  • Architected 'Guide Weave,' an AI-powered visual guide generator using a Multimodal RAG pipeline and ChromaDB to retrieve contextual text and extracted manual images.
  • Integrated a locally deployed LLM for secure generation and engineered custom benchmarking pipelines to optimize retrieval accuracy and minimize inference latency.
Multimodal RAGChromaDBLocal LLMPythonBenchmarking

Software Engineering Intern

Aparsoft Private Limited
June 2026 – Present
Bangalore, Karnataka (Remote)
  • Contributing to an educational full-stack AI chatbot platform (Django REST Framework, Next.js, LangChain/LangGraph).
  • Debugging and resolving issues in the Next.js frontend within a RAG-based architecture using PostgreSQL (pgvector) and Redis.
Next.jsDjango RESTLangChainPostgreSQL (pgvector)Redis

Open Source Contributions

Open Source Contributor

Activity Frames(nossa-y/activity-frames)View Repository
2026
GitHub (Remote)
  • Contributed open-source code enhancements to 'activity-frames' (powering Nocta), compiling local screen activity into structured frames for AI agents.
  • Worked with Python, Model Context Protocol (MCP), and session compilation logic to enable zero-token workflow replay and agent context generation.
PythonMCPSQLiteReactTypeScriptGitHub