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armirchandani/README.md

Hi, I'm Aastha Mirchandani πŸ‘‹

Business Analytics Student | Data, Technology & Cybersecurity

I’m a driven and curious student at the University of San Francisco, majoring in Business Analytics and minoring in Computer Science.

I’m passionate about using data and technology to solve real-world problems, communicate meaningful insights, and support better business decisions. My interests include FinTech, cybersecurity, commercial real estate, machine learning, and technology-driven finance.

  • πŸŽ“ Studying Business Analytics and Computer Science at USF
  • πŸ’Ό Experienced in business analysis, financial services, and technology
  • πŸ“Š Interested in data storytelling, predictive modelling, and product strategy
  • πŸ” Exploring cybersecurity, risk management, and secure technology solutions
  • 🌱 Currently strengthening my skills in machine learning and data analytics
  • πŸ“ Based in San Francisco, California
  • πŸ“« Reach me at aamircha007@gmail.com

πŸ› οΈ Technical Skills

Languages

Python SQL JavaScript Swift

Data Science and Machine Learning

Pandas NumPy Scikit-Learn TensorFlow Keras Matplotlib

Tools and Platforms

Git GitHub Linux Jupyter MySQL Excel


πŸš€ Featured Projects

🏠 Black Homeownership in Miami-Dade County

Interactive data storytelling website highlighting housing disparities through engaging visualizations.

πŸ”— Repository: https://github.com/armirchandani/kwk_scrollytelling
🌐 Live Demo: https://armirchandani.github.io/kwk_scrollytelling/


❀️ Heart Disease Prediction

Machine learning model using Logistic Regression to predict heart disease with 81.9% test accuracy.

πŸ”— Repository: https://github.com/armirchandani/HeartDiseasePrediction


πŸ“ˆ Oracle Stock Price Movement Predictor

KNN-based model predicting Oracle stock price direction using historical market data and feature engineering.

πŸ”— Repository: https://github.com/armirchandani/StockPricePredictionKNN


πŸ’‘ Areas of Interest

  • Data analytics for investment and commercial real estate
  • Business analysis and technology product strategy
  • Financial modelling and risk management
  • Machine learning and predictive analytics
  • Cybersecurity and information security
  • Ethical and responsible uses of artificial intelligence
  • Expanding access and representation in business and technology

πŸ“œ Certifications and Training

  • Microsoft Python in Excel
  • Oracle Cloud Infrastructure Foundations
  • Microsoft Azure Fundamentals
  • Scrum Master Foundations
  • CodePath Cybersecurity
  • Zscaler Cybersecurity Training
  • Web and network security training through WiCyS programmes

🀝 Leadership and Community

I enjoy leading initiatives that bring together technology, business, and community impact. Through campus organizations and professional programs, I've had the opportunity to mentor students, organize events, and collaborate with diverse teams to create meaningful experiences.

Leadership Highlights

  • πŸ‘©β€πŸ’Ό President, Alpha Sigma Nu Honor Society
  • πŸ” Treasurer, Women in Tech Cybersecurity Committee
  • πŸ“ˆ Treasurer, Student Investment Club
  • 🌟 Magis Mentor, University of San Francisco
  • 🀝 Martin-BarΓ³ Scholar and Magis Emerging Leadership Fellow
  • πŸ’» Active participant in WiCyS, CodePath, Break Through Tech, and other technology-focused initiatives

These experiences have strengthened my leadership, communication, and project management skills while reinforcing my passion for using technology and data to make a positive impact.

Leadership to me means empowering others, solving meaningful problems, and creating lasting impact through collaboration and innovation.


πŸ“¬ Connect With Me


Always learning, building, and using data to create meaningful impact.

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  1. credit-card-fraud-detection credit-card-fraud-detection Public

    Jupyter Notebook 1

  2. LoanApprovalPredicationModel LoanApprovalPredicationModel Public

    Jupyter Notebook 1

  3. StockPricePredictionKNN StockPricePredictionKNN Public

    Jupyter Notebook 1

  4. Parkinson-sDiseaseDetection Parkinson-sDiseaseDetection Public

    Jupyter Notebook 1

  5. HeartDiseasePrediction HeartDiseasePrediction Public

    Jupyter Notebook 1

  6. NLP-Group3-AI4All- NLP-Group3-AI4All- Public template

    NLP modeling building

    Jupyter Notebook 1