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dvcodebase/README.md

πŸ‘‹ Hi, I'm Dheeraj Verma

πŸš€ ML Engineer | Backend Developer | Building Scalable AI Systems
πŸ’‘ Focused on MLOps, Real-time ML, and Distributed Systems
πŸ“ˆ Passionate about turning data into production-ready intelligent systems

πŸš€ Featured Projects

1️⃣ YouTube Sentiment Analysis (MLOps Pipeline)

2️⃣ Text Summarizer

  • reducing manual reading effort by ~60–70%.
  • end-to-end pipeline (PDF β†’ preprocessing β†’ model β†’ summary)
  • Improved training efficiency by tuning batch size, token limits, and GPU utilization, reducing training time and memory overhead.
  • https://github.com/dvcodebase/TextSummarization

πŸ“Š Impact

πŸš€ Improved model accuracy from ~80% β†’ 82%+ ⚑ Reduced training time using optimized pipelines πŸ“¦ Built reproducible ML workflows with DVC πŸ” Processed large datasets (10K–100K+ samples)

πŸ’» Tech Stack:

C C++ Python AWS Netlify nVIDIA Flask OpenCV Streamlit MySQL Keras mlflow NumPy Pandas TensorFlow Matplotlib PyTorch scikit-learn GitHub Actions GitHub Git Docker Postman

πŸ€– Machine Learning

supervised learning, classification, regression, model evaluation

βš™οΈ MLOps

Docker, MLFlow, DVC, AWS


🧠 Currently Learning

  • System Design (Scalability, Load Balancing)
  • Distributed Systems

πŸ† Achievements

  • Built multiple end-to-end ML projects
  • Hands-on experience with real-world datasets
  • Actively improving DSA & problem-solving skills

πŸ“¬ Connect with Me

🌐 Socials:

Instagram LinkedIn Medium YouTube email

πŸ“Š GitHub Stats:



πŸ† GitHub Trophies

✍️ Random Dev Quote


⚑ Fun Fact

I love building systems that are not just intelligent, but also scalable and production-ready πŸš€


Pinned Loading

  1. YouTube-sentiment-analysis YouTube-sentiment-analysis Public

    End-to-end MLOps-powered YouTube Sentiment Analysis system with Chrome plugin integration, built using LightGBM, MLflow, DVC, Docker, and AWS for scalable real-time comment insights.

    Jupyter Notebook

  2. TextSummarization TextSummarization Public

    Abstractive Text Summarization tool using BART (facebook/bart-large-cnn) from Hugging Face Transformers. It extracts text from PDFs and generates clear, concise summaries for easy reading and knowl…

    Python