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Charank18/README.md

👋 Hi, I'm Charan Karnati

I am a Computer Science Engineer passionate about full-stack development, artificial intelligence, and quantum computing**, with experience across research labs, academic institutes, and AI startups.

My work focuses on solving NP-hard optimization problems, developing quantum-inspired algorithms, and building LLM-driven intelligent systems. I have published as first author in international journals and IEEE conferences on topics including graph domination problems, quantum key distribution, and quantum optimization.

At Annam.AI (IIT Ropar), I fine-tuned large language models (DeepSeek 70B) for educational content generation and built scalable AI pipelines deployed on GCP.
At the Artificial Intelligence Institute of South Carolina, I created an LLM-based multi-agent simulation framework to model real-world urban dynamics.

Previously, at NIT Warangal, I worked on meta-heuristic algorithms for the Quasi Total Double Roman Domination Problem, achieving a 97% success rate across datasets.


🔍 Research Interests

  • Full Stack Development
  • Quantum Computing & Cryptography
  • Combinatorial Optimization & Algorithms
  • LLM-based Multi-Agent Systems
  • Generative AI & Enterprise AI

🌟 Achievements

  • Ranked Top 0.1% in NPTEL Cloud Computing among 30,000+ participants
  • First-author publications in RAIRO-ITA, IEEE ICCCNT, MCCS 2025

🌐 Socials


💻 Tech Stack

Languages

C C++ Java Python JavaScript

Databases

MySQL PostgreSQL

AI / Machine Learning

NumPy Pandas scikit-learn PyTorch Transformers LLMs

DevOps & Infrastructure

Docker Kubernetes Linux Git GitHub

Tools & Platforms

Cursor IntelliJ IDEA Jupyter VS Code


✍️ Dev Quote

Quote


🚀 Thanks for visiting my profile!

Feel free to explore my repositories and connect with me!

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