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πŸ‘‹ Hi, I’m Mandeep

A detail-oriented Data Analyst & Aspiring Data Scientist based in Ontario, Canada 🍁.
I bridge the gap between business problems and data-driven solutions with hands-on experience in business intelligence, data wrangling, visualization, & machine learning.


🌐 Portfolio: mandeepkoursardarni.github.io


⚑ What I Do

  • πŸ“Š Analyze & visualize data using Excel, Tableau, Power BI, IBM Cognos
  • 🐍 Build data pipelines & ML models in Python (Pandas, NumPy, Scikit-learn, Matplotlib, Seaborn)
  • πŸ—„οΈ Design & optimize relational and non-relational databases with SQL
  • ☁️ Explore AI & Cloud solutions with Microsoft Azure and Generative AI tools
  • πŸ› οΈ Support Agile projects with Scrum/Kanban, Trello, and stakeholder engagement

πŸŽ“ Education & Certifications

  • πŸŽ“ Master’s in Data Science, Deakin University, Australia (2024)
  • πŸŽ“ Post-Grad Diploma in AI & ML, Great Lakes & UT Austin McCombs (2022)
  • πŸŽ“ Bachelor of Technology in Electronics & Communication, India
  • πŸ“š IBM Data Analyst Professional Certificate (Sept 2025)
  • πŸ“š Microsoft Azure AI Fundamentals (AI-900) (Jul 2025)
  • πŸ“š NPower Canada – Junior Data Analyst Program (Sep 2025)
  • πŸ“š Generative AI for Business with MS Azure & OpenAI (Apr 2024)

πŸ’» Technical Toolbox

Languages & Tools:
SQL | Python | Excel | Tableau | Power BI | IBM Cognos | Jupyter | Matplotlib | Seaborn | Plotly | Dash | Chat-gpt | Gemini | Gen-AI

ML & Analytics:
Regression, Classification, Clustering | NLP | Anomaly Detection | Predictive Modeling | Deep Learning (CNN, VGG, ResNet, Inception)

Other Tools:
Trello | Google Workspace | MS Office Suite


🌟 Featured Projects

  • 🩻 COVID-19 Detection Using Deep Learning

    Built & deployed a VGG-based CNN model with 97% accuracy on chest X-ray images.
    Presented at IEMTRONICS International Conference (2021).

  • ☸️ Tambola Game

    A custom-built digital Tambola (Housie) game with:

    • 🎟️ Auto Ticket Generator for quick and fair ticket creation
    • πŸ”’ Automated number calling with fun prompts
    • πŸ“± Easy access via clickable link or by scanning a QR code
    • Designed for engaging play with raffles, winners tracking, and smooth audience interaction
    • βš™οΈ HTML β€’ CSS β€’ JavaScript
  • 🎬 Emoji Movie Challenge

    A web-based guessing game where players identify movies from emoji sequences Features

    • ⏱️ Timer + progressive hints
    • 🧠 Streaks, scoring, and difficulty levels
    • πŸ”˜ 3D-styled buttons + keyboard support
    • πŸŽ‰ Confetti celebrations on correct answers
    • βš™οΈ HTML β€’ CSS β€’ JavaScript
  • 🧾 PDF Payslip Redactor (PyMuPDF + Tesseract)

    πŸ”’ Wipes out sensitive info from payslips in bulk!
    πŸ“‘ Text PDFs + πŸ–ΌοΈ Scans (via OCR)
    🎯 Excel-controlled, auto SIN check, full-row blackout, clickable links.
    βš™οΈ Python β€’ PyMuPDF β€’ Tesseract

  • Many more.....


🌍 Languages

  • English – Fluent
  • Hindi - Fluent
  • Telugu - Koncham koncham πŸ™ƒπŸ˜Ž

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  1. Emoji-movies-charades Emoji-movies-charades Public

    Emoji Charades ---> movie guessing game. Pick categories (English/Hindi/Kannada/Telugu/Malayalam/Tamil), rounds (10/20/30) & timer option (10s, 12s, 15s, 20s)

    HTML

  2. Tambola Tambola Public

    Projector-friendly Tambola (Housie) spinner with wheel, music, confetti, Excel export

    HTML

  3. GlobalEduDashboard GlobalEduDashboard Public

    πŸ“Š Built an Excel-based Global Education Metrics Dashboard (2023) to analyze literacy, internet access, schooling, GDP per capita, and population across countries & regions. Designed an interactive …

  4. IBM-Data-Analyst-Professional-Certificate-2025 IBM-Data-Analyst-Professional-Certificate-2025 Public

    πŸ“š A working repo for my IBM Data Analyst Professional Certificate (2025). Includes notes, datasets, Jupyter notebooks, labs, and reports covering Excel, SQL, Python, data wrangling, visualization, …

    Jupyter Notebook

  5. IBM-Cognos IBM-Cognos Public

    πŸš€ Built an interactive job market dashboard in IBM Cognos using the Kaggle Naukri.com dataset. Visualized hiring trends, tech skill demand, and demographics. Key insights: Python/SQL top skills, AW…