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Always Cooking
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Always Cooking

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lut-ful/README.md

Hi there, I'm MD LUTFUL KABIR! ๐Ÿ‘‹

**Data Scientist | Deep Learning & NLP | GenAI | MLOps **

With knowledge in Deep Learning, NLP, and AI, I work across the entire AI pipelineโ€”from data collection to model deployment. My experience includes developing and fine-tuning neural networks like RNNs, and transformers (e.g., BERT, GPT) for applications in NLP, and predictive analytics. I specialize in transforming data into actionable insights and building robust, end-to-end AI solutions for impactful, real-world use.

๐ŸŒŸ Skills

  • AI & Machine Learning: Deep Learning, NLP, Statistical Modeling
  • Modeling Techniques: RNNs, Transformers (BERT, GPT), LSTM, GRU
  • Languages & Libraries: Python (PyTorch, TensorFlow, Keras, Scikit-learn), SQL
  • Data Processing: Pandas, NumPy, ETL, Web Scraping, Data Cleaning & Preprocessing
  • Visualization: Matplotlib, Seaborn, Plotly, Power BI, Tableau
  • NLP Capabilities: Text Classification, Named Entity Recognition, Sentiment Analysis, Embedding Techniques (Word2Vec, GloVe, FastText)

๐Ÿ› ๏ธ Tools & Technologies

  • Languages: Python, SQL, Java, C++, C#
  • Libraries/Frameworks: PyTorch, TensorFlow, Keras, Hugging Face Transformers, NLTK, Spacy, Scikit-learn, Pandas, NumPy
  • Cloud & MLOps: Docker, Git, MLflow, Jupyter Notebooks, VS Code
  • Databases: MySQL, PostgreSQL
  • Visualization & Reporting: Power BI, Tableau, Google Looker, IBM Cognos, Dash

๐Ÿฅ‡ Certifications

  • BSc in Computer Science and Engineering

    • American International University, Bangladesh
    • Expected Graduation: December 2025
    • Pursuing core skills in AI and Data Science through coursework, projects, and hands-on experience in database systems, machine learning, and NLP.
  • IBM Data Analyst Professional Certificate

    • Completed May 2024
    • Comprehensive training in data analysis with Excel, SQL, and Python, covering data visualization, ETL, and creating interactive dashboards.
    • Credentials 1 credentials 2

๐Ÿ“Š Projects

Highlighted Projects

  • Unintended Bias in Toxicity Classification Link

    • This project aims to solve the Jigsaw Unintended Bias in Toxicity Classification problem from a Kaggle competition hosted by Jigsaw and Google's Conversation AI team. The objective is to build machine learning models that can detect toxicity in online conversations while minimizing unintended bias, particularly with regard to identity terms.
  • ML project to demonstrate CI/CD model Link

    • Simple ML project in using CI/CD model. Fully project implementation is more focused than ML model development.
  • IBM Capstone Project: Stack Overflow Job Survey Link

    • Analyzed developer trends and predicted future trends using Python, SQL, Cognos and looker. Results in PowerPoint and Jupyter Notebook

๐Ÿ“ซ Connect

Looking forward to connecting and collaborating on AI, deep learning, or NLP projects!

Happy coding! ๐Ÿ˜Š

Pinned Loading

  1. ibnuladib/AppointmentWebApp ibnuladib/AppointmentWebApp Public

    Web App for clinic to help with appointment management and scheduling, complete with its own REST Api and .NET server

    C#

  2. Credit-Card-Financial-Report-Dashboard Credit-Card-Financial-Report-Dashboard Public

    Visualizing and unlocking different KPI's of a Financials instution depending on credit card data using Power BI.

  3. IBM-Capstone-Project-Stack-Overflow-Job-Survey IBM-Capstone-Project-Stack-Overflow-Job-Survey Public

    IBM Data Analyst professionale certificate program final project.

    Jupyter Notebook

  4. Club-Management-DBMS Club-Management-DBMS Public

    This is a Database management system project based on SQL.

    Java

  5. Cryptocurrency-Analysis-Using-Power-BI Cryptocurrency-Analysis-Using-Power-BI Public

    Analyzed various cryptcurrency using different KPI's and visulalized using dashboards.

  6. E-commerce-sales-Report E-commerce-sales-Report Public

    This dashboard provides a visual analysis of e-commerce sales data

    Jupyter Notebook