Hi, I'm Aswin.

Applied AI Engineer & Web Developer. I build intelligent agents and high-performance interfaces.

Technologies

TypeScript

React

Next.js

Node.js

Express.js

PostgreSQL

AWS

Docker

Python

Tailwind CSS

Django

FastAPI

Oct 2025 – Present

Designed and implemented an MCP server enabling AI-assisted developer workflows, supporting tool orchestration, context sharing, and execution pipelines.
Built an agent-based documentation system to analyze and generate documentation across 10k+ code files, reducing manual effort from weeks to days.
Developed RAG pipelines integrating FAISS and PostgreSQL to enable semantic search, contextual retrieval, and reasoning over large codebases.
Architected containerized backend services for AI workloads, ensuring scalability, reproducibility, and efficient deployment.

TechPythonFastAPILangGraphFAISSPostgreSQLDockerKubernetes

Oct 2024 – Oct 2025

Built CodeSense, combining static analysis with LLM-based reasoning to detect bugs, security vulnerabilities, and maintainability issues.
Designed memory-augmented RAG workflows to improve contextual understanding of legacy systems and enhance analysis accuracy.
Developed a multimodal resume parser extracting structured data from diverse formats using LLM pipelines.
Led development of LLM-powered code modernization tools, enabling transformations from ASP to .NET and COBOL to Java.

TechPythonFastAPILangChainLlamaIndexDocker

Jul 2024 – Oct 2024

Built backend modules including authentication systems, REST APIs, and database integrations for enterprise applications.
Contributed to CI/CD pipelines and containerized environments, improving deployment consistency.

TechJavaSpring BootMySQLDockerJenkins