# Inchara N K

Full-stack & AI developer · Bengaluru, India

**Open to software development internships (Bengaluru · Remote).**

Email: incharank1@gmail.com · LinkedIn: https://linkedin.com/in/incharank · GitHub: https://github.com/IncharaX

## About

Computer Science undergraduate building full-stack and AI-powered applications with React, Next.js, Node.js and GenAI technologies.

Strong foundation in data structures, algorithms and object-oriented programming. Currently looking for a software development internship.

- B.E. in Computer Science, CGPA 9.09/10
- Built a hybrid-search RAG assistant with RRF and cross-encoder reranking
- Infosys certification in Python, HTML, CSS and JavaScript

## Projects

### AI Knowledge Assistant

A document-grounded RAG assistant that answers questions from your PDFs.

Tech: Python, FastAPI, Next.js, TypeScript, ChromaDB, Docker

- PDF extraction, chunking, embeddings-based semantic search, BM25 keyword search and hybrid retrieval.
- Improved retrieval with Reciprocal Rank Fusion (RRF), cross-encoder reranking and confidence checks before generating grounded answers.

Page: https://www.inchara.xyz/projects/ai-knowledge-assistant

### PrepMate AI

An AI mock-interview platform that builds questions from your résumé and the job description, then interviews you by voice.

Tech: Next.js, TypeScript, Prisma, PostgreSQL, ElevenLabs, AWS S3

- Generates questions from resumes and job descriptions and conducts voice-based interviews.
- Response scoring, per-question feedback, job-fit analysis, shareable reports, authentication and AWS S3 resume storage.

Page: https://www.inchara.xyz/projects/prepmate-ai

### GitHub MCP Server

An MCP server that lets AI assistants work with GitHub repositories.

Tech: Node.js, TypeScript, Model Context Protocol, GitHub API

- Retrieves pull-request details, creates issues, posts PR comments and checks CI status.
- Added a confirm-before-write safety step and tested key repository operations.

Page: https://www.inchara.xyz/projects/github-mcp-server

### FluentAI

A voice-based English coach with scores and improved answers.

Tech: React.js, Node.js, Express.js, OpenAI API, Web Speech API

- Gives feedback on fluency, grammar, clarity, tone and filler words.

Page: https://www.inchara.xyz/projects/fluentai

### QuickHire

A responsive job-search app.

Tech: React.js, React Router, Vite

- Role and company search, job-type filters, detailed job listings and client-side navigation.

Page: https://www.inchara.xyz/projects/quickhire

## Experience

### Member, CodePilot · AdAstra, Cambridge Institute of Technology

May 2026 – Present · Bengaluru, Karnataka

- Member of a student developer community focused on collaborative software development, peer learning and practical coding projects.

## Skills

- **languages**: JavaScript, TypeScript, Python, Java, C
- **frontend**: React.js, Next.js, HTML, CSS, Tailwind CSS
- **backend & databases**: Node.js, Express.js, FastAPI, REST APIs, NextAuth.js, PostgreSQL, MongoDB, Prisma ORM, ChromaDB
- **ai & genai**: OpenAI API, Google Gemini API, ElevenLabs API, RAG, Embeddings, Semantic Search, BM25, Hybrid Retrieval, RRF, Cross-Encoder Reranking, Prompt Engineering
- **tools & concepts**: Git, GitHub, VS Code, Postman, Vite, Docker, AWS S3, PDF Processing, Document Chunking, MCP, Data Structures & Algorithms, OOP

## Education

- B.E. in Computer Science, Cambridge Institute of Technology (2024 – 2028, Bengaluru, Karnataka). CGPA 9.09/10

## GitHub

https://github.com/IncharaX · 45 public repositories

Languages: JavaScript 46%, TypeScript 19%, CSS 16%, HTML 16%, Python 3%

- [ai-knowledge-assistant](https://github.com/IncharaX/ai-knowledge-assistant): A production-oriented RAG application using FastAPI, Next.js, hybrid retrieval, BM25, ChromaDB, and LLM-powered answers with source citations.
- [Weather-App](https://github.com/IncharaX/Weather-App)
- [Password-generator](https://github.com/IncharaX/Password-generator)
- [mcp-github-server](https://github.com/IncharaX/mcp-github-server): A production-style MCP server that lets AI clients interact with GitHub through safe, structured tools.
- [jobpilot](https://github.com/IncharaX/jobpilot)
- [social-media-app](https://github.com/IncharaX/social-media-app)

## Contact

Looking for a software development internship. If you're building something with AI or the web, I'd love to help.

- Email: incharank1@gmail.com
- LinkedIn: https://linkedin.com/in/incharank
- GitHub: https://github.com/IncharaX

## FAQ

**Who is Inchara N K?**

Inchara N K is a full-stack & AI developer based in Bengaluru, India. Computer Science undergraduate building full-stack and AI-powered applications with React, Next.js, Node.js and GenAI technologies.

**What has Inchara built?**

AI Knowledge Assistant: A document-grounded RAG assistant that answers questions from your PDFs. PrepMate AI: An AI mock-interview platform that builds questions from your résumé and the job description, then interviews you by voice. GitHub MCP Server: An MCP server that lets AI assistants work with GitHub repositories. FluentAI: A voice-based English coach with scores and improved answers. QuickHire: A responsive job-search app.

**What technologies does Inchara work with?**

JavaScript, TypeScript, Python, Java, C, React.js, Next.js, HTML, CSS, Tailwind CSS, Node.js and Express.js.

**Where did Inchara study?**

B.E. in Computer Science at Cambridge Institute of Technology (2024 – 2028), CGPA 9.09/10.

**Is Inchara open to work?**

Yes. Inchara is open to software development internships (Bengaluru · Remote).

**How can I contact Inchara?**

Email incharank1@gmail.com, or connect on LinkedIn and GitHub.