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ajitsingh98 (Ajit) · GitHub

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Building Something Interesting
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Building Something Interesting
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ajitsingh98/README.md

👋 Hi, I'm Ajit Kumar Singh

Data Scientist | Recommendation Systems | LLM Engineering

🚀 About Me

I'm a Data Scientist passionate about building intelligent systems that scale.

My work focuses on Recommendation Systems, Large Language Models, Search & Retrieval, Inference Engineering, and Production Machine Learning.

Outside of work, I enjoy writing deep technical content that explains modern AI from first principles and building open-source resources that make advanced AI easier to learn.

🚀 Featured Work

Project Description
🧠 Inside Modern LLMs (In Progress) A comprehensive deep dive into every component of modern transformer architectures
⚡ Inference Engineering (In Progress) Practical guide to efficient LLM inference, optimization & deployment
🎯 Recommendation Systems (In Progress) End-to-end retrieval, ranking and personalization concepts
🌱 LLM Pathshala (Building) An open learning platform for mastering AI from first principles
📚 AI Interview Handbook (Upcoming) ML, LLM and System Design interview preparation

⚙️ Tech Stack

👨‍💻 Languages

🤖 AI & Machine Learning

🔍 Search • Retrieval • RAG

☁️ Data Engineering & Infrastructure

🚀 Areas of Interest

📊 GitHub Analytics

🏆 GitHub Achievements

🐍 Contribution Snake

⭐ Thanks for stopping by!

If you find any of my repositories useful, consider giving them a ⭐.

Happy Building! 🚀

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  1. Time-Series-Analysis-and-Forecasting-with-Python Time-Series-Analysis-and-Forecasting-with-Python Public

    Time Series Analysis and Forecasting in Python

    Jupyter Notebook 238 74

  2. DNA-Classification-Machine-Learning-Project DNA-Classification-Machine-Learning-Project Public

    Classify DNA sequence into Binary class using different Classification algorithms.

    Jupyter Notebook 11 4

  3. cattle-breed-classifier-webapp cattle-breed-classifier-webapp Public

    Classify Indigenous cattle breeds using Deep Learning

    Jupyter Notebook 17 13

  4. Data-Science-Interview-Questions-Answers Data-Science-Interview-Questions-Answers Public

    1000+ Most Asked Data Science Interview Questions and Answers

    22 2

  5. Hands-on-with-Pandas Hands-on-with-Pandas Public

    Begineer Friendly Pandas Tutorial

    Jupyter Notebook 4 1

  6. Inventory-Management-Demand-Using-Time-Series-Analysis-and-Forecasting Inventory-Management-Demand-Using-Time-Series-Analysis-and-Forecasting Public

    Keeping Inventory of spare in various service centre to the market demand is always a challenge as most service centres spends significant amount in spare parts inventory costs. In spite of this, a…

    Jupyter Notebook 14 4

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