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On my way, to become a Kick-ass Data Scientist
πŸ’­
On my way, to become a Kick-ass Data Scientist

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AlokTheDataGuy/README.md

πŸ’« 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.

πŸš€ Skills & Expertise

πŸ“Š Data Science & Machine Learning

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

πŸ› οΈ AI & ML Tools & Frameworks

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

🌐 Web Development & Backend

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

βš™οΈ DevOps & Deployment

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


πŸ’» 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

🏒 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.

Data Science Intern (Feb 2025 - July 2025)

NullClass Edutech Pvt. Ltd

  • Worked on multiple AI-based projects, including chatbot development, sentiment analysis, domain-expert, multi-modal and multilingual support.

πŸ“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

🌐 Connect with Me

LinkedIn GitHub Portfolio X (Twitter) Reddit Kaggle


πŸ“Š GitHub Stats



πŸš€ Always open to learning and collaborating on impactful projects! Feel free to connect! ✨

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  1. Data-Science-Jobs-Analytics Data-Science-Jobs-Analytics Public

    End-to-end Data Analytics Portfolio Project that analyzes and visualizes the Indian Data Science job market.

    Jupyter Notebook

  2. AI-Powered-Math-Question-Generator AI-Powered-Math-Question-Generator Public

    It produces questions in strict tag-based format, creates professional Word documents, and can embed graphs for coordinate geometry problems.

    Python

  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 2

  4. arXiv-cs-expert-chatbot arXiv-cs-expert-chatbot Public

    A domain-specific chatbot trained on arXiv Computer Science papers with advanced NLP capabilities.

    Python

  5. 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

  6. tech-news-digestion-platform tech-news-digestion-platform Public

    TechSumm is an open-source platform that transforms tech content from multiple sources (videos, articles, blogs) into concise, searchable insights. The system automatically processes content, extra…

    JavaScript