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Umakantamaharana/README.md

Umakanta Maharana

AI Researcher • Full-Stack Developer • Educator

Building intelligent systems. Deploying real-world applications. Advancing the future of AI.


🚀 About Me

I’m an AI Researcher and Full-Stack Developer passionate about turning cutting-edge research into practical, scalable systems.
I work across the entire spectrum of AI — from LLM fine-tuning & optimization to end-to-end Next.js applications.

My mission is simple: Build technology that inspires, empowers, and creates real impact.


🧠 What I Do

🔬 AI Research

  • Large Language Models (LLMs): fine-tuning, optimization, inference, post-training
  • Model compression, parameter-efficient training, unlearning
  • Experimentation with cutting-edge generative AI & AGI-related methods

💻 Full-Stack Development

  • Frontend: Next.js, React, Tailwind CSS
  • Backend: FastAPI, Next.js API, Node.js
  • Databases: MongoDB, PostgreSQL
  • Building production-ready dashboards, SaaS apps, and intelligent web systems

🎓 Learning & Exploring

  • Advancing deeper into AGI-aligned architectures
  • Experimenting with multi-agent frameworks & reasoning systems

🛠️ Tech Stack

Languages & Tools


🚀 Featured Focus Areas

⚡ Generative AI

Researching and developing solutions using LLMs, diffusion models, and retrieval-augmented architectures.

⚡ Scalable Web Apps

Creating full-stack applications with clean UI, fast APIs, and production-grade performance.

⚡ Developer Empowerment

Teaching Python, guiding AI projects, and sharing knowledge through workshops.


🤝 Let’s Collaborate

I'm open to:

  • Research contributions
  • AI/ML projects
  • Full-stack SaaS builds
  • Workshops & technical training


🌟 “Explore. Build. Evolve.”

Pinned Loading

  1. multi-agent-systems-for-rheumatoid-arthritis-diagnosis multi-agent-systems-for-rheumatoid-arthritis-diagnosis Public

    Right Prediction, Wrong Reasoning: Uncovering LLM Misalignment in RA Disease Diagnosis

    Python

  2. phinstagram phinstagram Public

    A phishing page for instagram. Only for mobile view, which stores all the credentials in a text file.

    HTML 1

  3. tour-plan-ai-agent tour-plan-ai-agent Public

    Jupyter Notebook

  4. respailab/orgaccess respailab/orgaccess Public

    OrgAccess: A Benchmark for Role-Based Access Control in Organization Scale LLMs

    Python 4 1