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KartikMantri/README.md

👋 Hi, I'm Kartik Mantri

Building AI • Exploring Computer Vision • Learning by Building

🚀 About Me

I'm Kartik, a Computer Science undergraduate at The LNM Institute of Information Technology (LNMIIT), Jaipur, passionate about building software that solves meaningful problems (mostly that are mine :))

I enjoy working at the intersection of Artificial Intelligence, Computer Vision, Large Language Models, and Blockchain, constantly exploring how emerging technologies can be transformed into practical applications.

Rather than just learning concepts, I enjoy implementing them—from research papers and hackathon ideas to full-stack applications and AI-powered systems. Every project is an opportunity to experiment, improve, and grow as an engineer.

🌱 Current Focus

🤖 Artificial Intelligence

  • Building AI-powered applications
  • Exploring Agentic AI
  • Learning LLM workflows
  • Prompt Engineering

👁️ Computer Vision

  • Medical Image Segmentation
  • U-Net Architectures
  • Deep Learning
  • PyTorch Experiments

🌐 Development

  • Full Stack Development
  • Backend APIs
  • System Design
  • Clean Architecture

⛓️ Blockchain

  • Solidity
  • Smart Contracts
  • Foundry
  • Decentralized Applications

💡 What Drives Me

I enjoy building projects that combine software engineering with intelligent systems.

Whether it's implementing ideas from research papers, building AI products, experimenting with Web3, or participating in hackathons, I'm always looking for opportunities to learn something new by building it.

"The best way to learn technology is to build with it."

🚀 Always Learning • Always Building • Always Curious

🌟 Featured Projects

Building intelligent software across AI, Computer Vision, Blockchain and Full-Stack Development.

🤖 PayPerUseAI

Decentralized pay-per-request AI platform powered by x402 on Monad Blockchain.

👁️ Glaucoma Segmentation

Research implementations of deep learning models for optic disc and optic cup segmentation on retinal fundus images.

🎓 LNMIIT LMS

A modern Learning Management System featuring authentication, role-based access, and library management.

💰 Expense Tracker

A responsive expense management application with analytics, reports, and an intuitive dashboard.

⚡ Tech Arsenal

Technologies I enjoy building with.

💻 Languages

🤖 AI & Machine Learning

🌐 Web Development

🗄️ Databases

⚙️ Tools & Platforms

📖 Currently Exploring

🧠 Vision Language Models

🤖 Agentic AI

⚡ AI Infrastructure

🏗️ Distributed Systems

🌍 Open Source

🔍 Retrieval-Augmented Generation (RAG)

<! --📊 GitHub Analytics >

//📈 Contribution Activity

//🐍 Contribution Snake

📅 Coding Activity

📌
🚀 Currently Building AI-powered applications, Computer Vision systems & Full-Stack projects
📚 Currently Learning Vision Language Models, Agentic AI, System Design
🌱 Open To AI Research • Open Source • Hackathons • Collaboration
💬 Ask Me About Python • C++ • Deep Learning • Computer Vision • Blockchain

🤝 Let's Connect

I'm always excited to connect with developers, researchers, and builders who enjoy solving interesting problems.

Whether it's collaborating on an AI project, discussing research papers, building open-source software, or brainstorming hackathon ideas—feel free to reach out!

💙 Thanks for Visiting!

"Code. Learn. Build. Repeat."

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  1. pay-per-request-prompt-x402 pay-per-request-prompt-x402 Public

    A hackathon MVP demonstrating how AI services can be monetized using the **x402 pattern** on **Monad blockchain**. Instead of traditional subscriptions, users pay per-request directly from their wa…

    JavaScript

  2. Research-Internship-Glucoma-detection-Segmentation-Models- Research-Internship-Glucoma-detection-Segmentation-Models- Public

    Deep-learning segmentation of the optic disc & cup on retinal fundus images (REFUGE/G1020/ORIGA) for glaucoma CDR estimation — U-Net, U-KAN, W-Net, and attention-based dual-decoder models. Best: 0…

    Jupyter Notebook 1

  3. ForgePlanner ForgePlanner Public

    A Marvel-inspired personal goal & DSA tracker — plan goals, manage milestones, and grind the Striver A-Z sheet in a full-stack FastAPI + React workspace.

    Python

  4. EarningsEdge EarningsEdge Public

    EarningsEdge turns a 60-page NSE/BSE earnings call transcript into a structured analyst brief in under 30 seconds — sentiment scoring, verbatim-quoted red flags, guidance extraction, and a forced b…

    TypeScript

  5. LNMIIT_LMS LNMIIT_LMS Public

    A modern, responsive, and fully featured Library User Management module built for LNMIIT. This project handles role-based authentication, user profiles, and administrative control over book issuances.

    JavaScript 1

  6. expense_tracker expense_tracker Public

    (Learning Project) A complete expense tracking application with month-based navigation, analytics, and beautiful UI.

    JavaScript