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NusratBegum/README.md

Hi there, I'm Nusrat Begum

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Typing SVG


About Me

Data Analytics

I'm a data enthusiast passionate about uncovering patterns and building intelligent systems. Currently pursuing my Master's in Computer Science with a focus on MLOps and drift detection, I love working on projects that bridge business strategy and technical implementation.

Education & Certifications

MSc Computer Science Expected BBA

Google Data Analytics Hult Prize

Professional Experience

  • Business Development Intern at Revolution Gaming
    • Automated reporting workflows and built KPI dashboards
    • Enhanced data-driven decision making processes

Current Focus

MLOps Computer Vision Big Data

Location: Bangkok, Thailand


Tech Stack

Languages & Core

Python SQL

Data Science & Machine Learning

NumPy Pandas Scikit-learn TensorFlow Keras OpenCV

Analytics & Visualization

Tableau Power BI Excel Matplotlib Plotly

DevOps & Cloud

Git GitHub Actions Docker Google Cloud Azure

Specializations

✓ Data Cleaning & EDA                    ✓ Predictive Modeling & Forecasting
✓ Customer Segmentation & Clustering     ✓ Recommender Systems
✓ A/B Testing & Statistical Analysis     ✓ ETL Pipelines

Featured Projects

Yahoo Finance Stock Market Analysis

Project

Analyzed multi-stock trends to compare volatility, correlations, and risk/return patterns with clear visualizations

Tech Stack:

  • Python, yfinance API
  • Statistical analysis, correlation matrices

E-Commerce Customer Segmentation

Project

End-to-end analytics using RFM segmentation to identify high-value customer groups and targeting strategies

Tech Stack:

  • Python, K-Means clustering
  • Feature engineering, business insights

Netflix Recommendation System

Project

Content-based recommender generating "similar title" suggestions using text and metadata signals

Tech Stack:

  • TF-IDF, cosine similarity
  • Natural language processing

Smart Wearable Device Analytics

Project

Comparative analysis of Apple Watch vs Fitbit data to surface behavioral trends and build predictive health models

Tech Stack:

  • Feature engineering
  • Classification/regression, model evaluation

Stock Price Prediction (LSTM/RNN)

Project

Time-series forecasting using engineered technical indicators and deep learning architectures

Tech Stack:

  • TensorFlow/Keras, LSTM networks
  • RMSE/MAE evaluation

Real-Time Air Quality Analysis

Project

Integrated real-time air quality and weather APIs to identify PM2.5 risk patterns in Bangkok

Tech Stack:

  • API integration, statistical analysis
  • Plotly visualizations

Current Work & Research

Area Description
Research Drift Shifting in MLOps - Advanced research in machine learning operations
Writing Writing technical articles on data science and machine learning
Learning Creating educational vlogs documenting my learning journey
Cloud Deep diving into advanced architectures on GCP and Azure

GitHub Statistics

Nusrat's Activity Graph

GitHub Stats Top Languages


Let's Connect

I'm always excited to collaborate on data science projects, discuss ML trends, or chat about tech!

LinkedIn GitHub Email


From NusratBegum | Bangkok, Thailand | Let's build something amazing with data

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  1. Google-Data-Analytics-Professional-Certificate Google-Data-Analytics-Professional-Certificate Public

    This is my journey of Google Data Analytics Professional Certificate Program. I am learning Spreadsheets, SQL, Google BigQuery, R, Data Mining, Data Visualization.

  2. Yahoo-Finance-Stock-Market-Performance-Case-Study Yahoo-Finance-Stock-Market-Performance-Case-Study Public

    Stock Market Performance from Yahoo Finance API

    Jupyter Notebook

  3. Apple-Fitbit-Data-Analysis Apple-Fitbit-Data-Analysis Public

    Smart Wearable Device (IoT) Data Analysis

    Jupyter Notebook

  4. Netflix-Recommendation-System Netflix-Recommendation-System Public

    Netflix Data Analysis and Recommendation Algorithm

    Jupyter Notebook

  5. Stock-Price-Prediction-Project-using-LSTM-and-RNN Stock-Price-Prediction-Project-using-LSTM-and-RNN Public

    Recurrent Neural Networks (RNN) and Long Short-Term Memory (LSTM) networks to predict stock prices based on historical data and technical indicators.

    Jupyter Notebook

  6. Text-Detection-and-Extraction-using-OpenCV-and-OCR Text-Detection-and-Extraction-using-OpenCV-and-OCR Public

    Deep Learning Based Text Detection with OpenCV & OCR

    Jupyter Notebook