I'm Aswin. I build AI products, from the model to the last pixel.

• Building and shipping AI products end to end, across backend services, AI pipelines and the frontend.
• Improving how our AI systems are evaluated, monitored and run in production.

Python · React · Express.js · FastAPI · GraphQL · PostgreSQL · Prisma · Redis · RabbitMQ · LangGraph · Docker

• Built an MCP server exposing internal code review and unit test generation tools to MCP-compatible editors like VS Code and Cursor.
• Built an agentic documentation system that generated file- and repo-level docs across 10k+ code files, cutting manual effort from weeks to days, with a Next.js frontend to browse them.
• Built a RAG assistant for legacy codebases, using FAISS for retrieval over COBOL documentation and PostgreSQL for project metadata.

Python · FastAPI · MCP · LangGraph · FAISS · PostgreSQL · Next.js · Docker

• Built CodeSense, an AI code analysis platform for enterprise codebases (7k+ files) that combined static analysis with LLMs to flag quality, security and cross-file issues and suggest fixes.
• Built the CodeSense frontend in React and Tailwind CSS for reviewing findings, severity levels and remediation suggestions.
• Built a multimodal resume parser for PDF, DOCX and image resumes, using GPT-4o Vision for image inputs.
• Built core backend pieces for LLM-powered code modernization and owned the COBOL-to-Java workflows, which the client rated at 70% direct conversion quality.

Python · FastAPI · React · Tailwind CSS · LangChain · LlamaIndex · Docker

• Built backend modules for enterprise applications, including JWT role-based authentication, REST APIs and database integrations.
• Designed backend APIs from scratch for internal workflows with Java, Spring Boot and MySQL.

Java · Spring Boot · MySQL · JWT · Docker · Jenkins