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devroopsaha744/README.md

Hi there 👋, I'm Devroop Saha (aka. datafreak)

I am passionate about Data Science, Machine Learning, Deep Learning, and Generative AI. I thrive on contributing to cutting-edge projects and pushing the boundaries of AI innovation. I am currently working as an AIML developer at the Machine Learning Center of Excellence.

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🏆 Achievements

  • 4th position in the Data Analytics Competition of NSSC, at IIT Kharagpur with over 450 participants.
  • Runner Up among 350+ participants in Sparrowthon organized by Techdome with the project Chirpy.
  • 2nd position in AKTU technical, literary and management fest in KIET Ghaziabad with over 100 particpants.
  • Top 10 finish among 500+ participants in AI Bioinnovate Hackathon organized by IIT-Jodhpur and ChemBioAI.
  • 2nd Rank in department in University Examinations.
  • Awarded cash prizes for maintaining high attendance and academic performance.
  • Solved 100+ problems on various coding platforms.

💻 Tech Stack

Programming Languages

Python Java SQL HTML CSS

Tools

VS Code Git Jupyter Google Colab Kaggle Postman

Libraries & Frameworks

NumPy Pandas Matplotlib Seaborn Scikit-Learn TensorFlow Keras PyTorch OpenCV NLTK LangChain Hugging Face FastAPI Streamlit MediaPipe

Databases

MySQL MongoDB Pinecone Qdrant

🌱 What I'm Currently Working On

  • Enhancing my skills in MLOps and deployment with tools like AWS, Jenkins, MLflow, fastAPI
  • also working on my analytics skills with tools like excel and Tableau
  • Sharpening my DSA skils by continously solving problems on Leetcode

📊 GitHub Stats

Devroop's GitHub stats

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  1. navilaw-ai navilaw-ai Public

    AI powered legal research engine. The system is based on multi AI agentic RAG systems leveraging the power of Llama3 LLM

    Jupyter Notebook 4

  2. HateSpeechDetect-text HateSpeechDetect-text Public

    In this project, I focused on benchmarking various machine learning models, deep learning architectures, and fine-tuned BERT-based models to evaluate their performance across multiple metrics

    Jupyter Notebook

  3. Chirpy Chirpy Public

    It is an AI-powered integration for Sparrow, revolutionizing API management with context-aware chatbots and automated workflows. It leverages the power of RAG, Prompt engineering and Llama3 to stre…

    Python 2

  4. FitVid FitVid Public

    This is AI powered video based gym trainer, that monitors the form of gym exercises.

    Jupyter Notebook 1

  5. YourDushman YourDushman Public

    YourDushman is a fun LLM project, where it acts as Sarcastic chatbot who replies to the prompts in a savage manner.

    Python

  6. Elevate Elevate Public

    This project implements and visualizes various disk scheduling algorithms using the analogy of elevators in a building. The primary algorithms include FCFS, SSTF, SCAN, LOOK, and their circular ver…

    Jupyter Notebook 1