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Building & securing AI-powered projects
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Building & securing AI-powered projects
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Sunilkumawat-ai/README.md

Sunil Kumawat

Student Developer | AI Apps · Cybersecurity Basics · Python · Web

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I build small, useful AI apps, test them, and improve them while learning computer science and cybersecurity fundamentals.


GitHub LinkedIn Explore Projects



👋 About Me

Hi, I'm Sunil, a student developer from Rajasthan, India.

I like building AI apps that solve small real problems, like listing products from a photo, summarizing chats on your phone, or helping students study. I build with AI tools, then test every result, find what is broken, and improve it step by step.

I am interested in both AI and cybersecurity, and in how AI apps can be made safer. I am just starting on the security side, and I am learning to read, write and debug code on my own.

🎯 What I'm Learning

💻 Programming

  • Python, C, C++ (basics)
  • SQL and databases (basics)
  • HTML (basics)
  • CSS and JavaScript (learning now)
  • Git and GitHub

🛡️ Computer Science & Security

  • Computer networks
  • Cybersecurity basics (just started)
  • Working with LLM APIs
  • Software testing and debugging
  • Reading code and understanding how it works

🛠️ Technologies & Tools

Programming Languages

Python C C++ SQL HTML CSS JavaScript

AI, Security & Developer Tools

Generative AI LLM APIs Streamlit Firebase Cloudflare Workers Hugging Face Networking (learning) Cybersecurity (learning) ChatGPT Claude GitHub

🚀 Projects

I build my projects with AI help, then test and improve them myself.

🛍️ DukaanAI

Turns a product photo into a ready-to-post listing.

Built with: JavaScript, Gemma, Cloudflare Workers

Code → · Live Demo →

📚 BCA Study Buddy

Free AI study helper for coding, digital logic and maths.

Built with: Python, Streamlit, Gemma

Code → · Live Demo →

🖼️ AI Image Classifier

Classifies images with a Vision Transformer and collects user feedback.

Built with: Python, PyTorch, Hugging Face, Streamlit

Code → · Live Demo →

🧠 Slowly

Chat summaries that stay on your phone, using on-device open-weight AI. Works best with bigger models.

Built with: JavaScript, WebGPU, WebLLM

Code → · Live Demo →

🛡️ TrailShield

Outdoor safety buddy: snap a trail photo, get careful guidance, then put the phone away.

Built with: HTML, Flask, Gemma

Code → · Live Demo →

📔 ReflectAI Journal

A private AI-powered journaling app.

Built with: TypeScript, Firebase, Firestore, Gemini

Code →

Explore all my repositories →

📊 GitHub Activity

Most Used Languages
GitHub Contribution Streak

🗺️ My Learning Roadmap

  • Build and publish my first AI projects
  • Learn Git and GitHub basics
  • Finish CSS and JavaScript
  • Learn computer networks and Linux basics
  • Try beginner cybersecurity labs (TryHackMe, picoCTF)
  • Test my own AI app for prompt injection and write what I find
  • Make my first pull request to another project
  • Rewrite parts of my projects by myself

🌱 How I Build

  1. Start with an idea: find a small real problem.
  2. Build with AI help: get a first version quickly.
  3. Test it: use the app and find what is wrong.
  4. Improve it: ask for changes, check the result, repeat.
  5. Understand it: read the code until I can explain it.

🤝 Let's Connect

I like talking with people about AI, cybersecurity, web development and learning in public.

Connect on LinkedIn Explore My Work



Learn continuously. Build thoughtfully. Secure what matters.

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  1. ai-image-classifier ai-image-classifier Public

    Streamlit app that classifies images with a Vision Transformer (Hugging Face) and collects user feedback

    Python

  2. bca-study-buddy bca-study-buddy Public

    Free AI study helper for BCA students: Coding, Digital Logic, Maths. Built with Gemma + Streamlit.

    Python

  3. dukaanai dukaanai Public

    AI assistant that turns a product photo into a ready-to-post listing (Gemma + Cloudflare Workers)

    JavaScript

  4. reflectai-journal reflectai-journal Public

    A private AI-powered journaling app built with Firebase, Firestore, and Gemini

    TypeScript

  5. slowly slowly Public

    Chat summaries that stay on your phone. On-device open-weight AI.

    JavaScript

  6. trailshield trailshield Public

    Short-interaction outdoor safety buddy: snap a trail photo, get cautious Gemma guidance, then put the phone away

    HTML