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On my way, to become a Kick-ass Data Scientist
๐Ÿ’ญ
On my way, to become a Kick-ass Data Scientist

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AlokTheDataGuy/README.md

๐Ÿ’ซ About Me:

Hi, I'm Alok Deep, an MCA Data Science student passionate about Machine Learning, NLP, Computer Vision and Web Development. I love integrating AI/ML features into web applications and solving real-world challenges using data-driven solutions.

๐Ÿš€ Skills & Expertise

๐Ÿ“Š Data Science & Machine Learning

โœ… Data Preprocessing, Feature Engineering, Model Building
โœ… Supervised & Unsupervised Learning (Regression, Classification, Clustering)
โœ… Deep Learning (ANN, CNN, RNN, Transformers)
โœ… Natural Language Processing (NLP), Computer Vision
โœ… Recommendation Systems (Collaborative & Content-Based Filtering)
โœ… AI Chatbots (Multi-Agent Systems, RAG, LLMs)

๐Ÿ› ๏ธ AI & ML Tools & Frameworks

โœ… ML/DL: Scikit-learn, TensorFlow, Keras, PyTorch
โœ… NLP: Hugging Face Transformers, NLTK, SpaCy
โœ… Computer Vision: OpenCV, YOLO, Mediapipe, FaceNet, ResNet โœ… Data Engineering: Apache Airflow โœ… MLOps: MLFlow, Docker, Kubernetes โœ… Cloud Services: AWS โœ… Data Visualization: Matplotlib, Seaborn, Power BI, Tableau

๐ŸŒ Web Development & Backend

โœ… Frontend: React.js, Redux, Tailwind CSS, Streamlit, Gradio โœ… Backend: Node.js, Express.js, Flask, FastAPI โœ… Database: MySQL, MongoDB, Firebase, PostgreSQL
โœ… API Development: RESTful APIs, Postman

โš™๏ธ DevOps & Deployment

โœ… Docker, Kubernetes, Vercel, Render, GitHub Actions
โœ… CI/CD, Cloud Deployment (AWS, Firebase)


๐Ÿ’ป Tech Stack:

React Node.js Express.js MongoDB Tailwind CSS MySQL CSS3 JavaScript Flask Django Python Java Dart NLP Computer Vision NumPy Pandas Scikit-learn TensorFlow Keras OpenCV Hugging Face PyTorch Power BI Tableau LaTeX Git VS Code Postman Docker Vercel Render Canva

๐Ÿข Work Experience

AI Intern (May 2024 - July 2024)

Institute of AI, Dev Sanskriti Vishwavidyalaya

  • Contributed to machine learning model research and development, specializing in Natural Language Processing (NLP) and Web Development.

๐Ÿ“œ Certifications

  • Complete Data Science, Machine Learning, DL, NLP Bootcamp (Feb. 2025) - Udemy
  • Data Engineering Foundations Professional Certificate by Astronomer (Apr. 2025) - LinkedIn Learning
  • The Web Developer Bootcamp (Feb. 2023) - Udemy

๐ŸŒ Connect with Me

LinkedIn GitHub Portfolio X (Twitter) Reddit Dev.to


๐Ÿ“Š GitHub Stats



๐Ÿš€ Always open to learning and collaborating on impactful projects! Feel free to connect! โœจ

Pinned Loading

  1. internship_projects internship_projects Public

    Multiple chatbots and NLP-based projects completed during my internship. Each project demonstrates different aspects of AI application development, from text summarization to multilingual chatbots.

    Python

  2. Multi-Agent-Customer-Service-Chatbot Multi-Agent-Customer-Service-Chatbot Public

    This project is a multi-agent customer service chatbot designed for an e-commerce platform. The chatbot employ specialized agents handle distinct tasks to ensure efficient and accurate interactionsโ€ฆ

    Python 2

  3. Hate-Speech-Detection-for-Indian-Languages Hate-Speech-Detection-for-Indian-Languages Public

    A Multilingual hate speech classifier for Indian languages (Hindi, Marathi, Bengali, English) capable of analyzing text and YouTube comments.

    Python 1

  4. text-to-sql-agent text-to-sql-agent Public

    The Text-to-SQL Agent is designed to to interact with databases using simple, conversational language, eliminating the need for manual query writing.

    TypeScript 3

  5. Feature-Engineering-and-EDA Feature-Engineering-and-EDA Public

    This repository contains techniques and notebooks for Feature Engineering (FE) and Exploratory Data Analysis (EDA).

    Jupyter Notebook 1

  6. etl-pipeline-airflow etl-pipeline-airflow Public

    How to build an ETL Pipeline Using Airflow ? This readme describes the contents of the project, as well as how to run Apache Airflow on your local machine.

    Python 1