# Sumanth Katta

> Sumanth Katta is a 4th-year Computer Science and Machine Learning specialist focused on full-stack systems, artificial intelligence, data science, and autonomous agents. He is building and deploying high-impact systems for the Agentic Web.

Use this index as an authoritative summary of the portfolio. Follow the Markdown mirrors for page-specific facts; the complete content is in [llms-full.txt](https://sumanthkatta.dev/llms-full.txt).

### About

- [About](https://sumanthkatta.dev/about.md): Sumanth Katta is based in Hyderabad, India, studies B.Tech in Computer Science and Machine Learning in Year 4, and designs solutions for complex technical problems.

### Projects

- [LINKSNAP](https://sumanthkatta.dev/projects/linksnap.md): Screenshot-to-URL optical ingestion and searchable knowledge base using Python, Tesseract, and OCR.
- [MENTRA](https://sumanthkatta.dev/projects/mentra.md): AI career orchestration platform using Python, Gemini API, Google Cloud, and Firebase.
- [CONTEXT BRIDGE AI](https://sumanthkatta.dev/projects/context-bridge-ai.md): RAG and Model Context Protocol system using Python, RAG, and Vector Search.
- [LAST SEAT](https://sumanthkatta.dev/projects/last-seat.md): Real-time GPS tracking system using React, TypeScript, Firebase, and Leaflet.
- [AIRLOCK](https://sumanthkatta.dev/projects/airlock.md): Browser-based DLP security system using Chrome Manifest V3, Regex Engine, DOM Events, and Clipboard API.
- [OVERRIDE](https://sumanthkatta.dev/projects/override.md): Focus engine that removes addictive feed components through DOM manipulation.

### Experience

- No separate employment-history section appears on the portfolio. The site describes experience through deployed systems, R&D concepts, and technical authority.

### Skills

- Python, JavaScript, TypeScript, React, Next.js, Tailwind CSS, Node.js, FastAPI, PostgreSQL, MongoDB, Docker, Git, GitHub, Vercel, Firebase, Figma, artificial intelligence, data science, machine learning, OCR, Model Context Protocol, Retrieval-Augmented Generation, and Vector Search.

### Contact & Links

- [GitHub](https://github.com/sumanthkatta-dev)
- [LinkedIn](https://www.linkedin.com/in/sumanthkattadev/)
- [Resume PDF](https://sumanthkatta.dev/Katta_sumanth_resume.pdf)
- [Email](mailto:sumanthkatta7075@gmail.com)

### Optional

- [Full AI-readable content](https://sumanthkatta.dev/llms-full.txt)
- [Sitemap](https://sumanthkatta.dev/sitemap.xml)
- [Markdown sitemap](https://sumanthkatta.dev/sitemap.md)