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Building Skills
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Building Skills
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Achievement: YOLOAchievement: Pull Shark

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suriyasureshok/README.md

Hi there Waving hand, I'm Suriya Sureshkumar

I'm an AI/ML Developer with deep expertise in Natural Language Processing and Large Language Models. My work focuses on building end-to-end AI systems, RAG pipelines, and intelligent applications that solve real-world problems.


👨‍💻 About Me

  • 🎓 B.Tech Artificial Intelligence & Data Science student passionate about creating meaningful AI solutions

  • 🚀 Exploring the complete AI spectrum — from Machine Learning and MLOps to Large Language Models, RAG pipelines, and NLP-driven applications

  • 💡 Passionate about teaching and simplifying AI concepts through 1:1 mentorship sessions

  • ✍️ Writing about Machine Learning and AI to make complex concepts accessible to everyone

  • 🔭 Currently diving deeper into LLMOps and scalable AI infrastructure


🛠️ My Tech Stack

AI & ML Python TensorFlow PyTorch scikit-learn NumPy Pandas Matplotlib
NLP & LLMs Hugging Face LangChain OpenAI MongoDB
MLOps & DevOps Docker GitHub Actions
Backend & Databases FastAPI MySQL SQLite
Web Fundamentals JavaScript HTML5 CSS3 React Node.js
Tools & Platforms Git VSCode Power BI Jupyter

🌟 Let's Collaborate!

I'm always open to discussing AI/ML projects, research collaborations, or mentorship opportunities. If you're working on something exciting in the NLP/LLM space or just want to connect, feel free to reach out!

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  1. Distributed_URL_Shortener Distributed_URL_Shortener Public

    This project is a distributed URL shortener that combines deterministic routing, Redis cache sharding, PostgreSQL shard pairs, and realtime WebSocket observability.

    Rust

  2. rlam rlam Public

    R-LAM is a reproducibility-constrained execution framework for Large Action Models in scientific workflow automation. It enables adaptive, agent-driven workflow execution while enforcing strict gua…

    Python 1

  3. Minimal_Physics_Simulator Minimal_Physics_Simulator Public

    A minimal physics simulator built from scratch to study numerical stability, symplectic integrators, performance scaling, and reinforcement learning rollout infrastructure.

    Python 1

  4. GeneFlow GeneFlow Public

    GeneFlow is an AI-powered bioinformatics platform built with Google ADK that uses multi-agent intelligence for DNA analysis, protein prediction, and scientific insight generation. It turns complex …

    Python 1

  5. LAM_Reproducible_ML_Workflows LAM_Reproducible_ML_Workflows Public

    Experimental evaluation of Large Action Model execution paradigms for reproducible scientific workflows

    Python

  6. Research_Paper_QA_Copilot Research_Paper_QA_Copilot Public

    A comprehensive AI-powered tool for collecting research papers from arXiv, processing their full text, and enabling intelligent question-answering through semantic search and large language models.

    Python