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Apeksha Pandey

MSc Data Science student · Aspiring Data Scientist

Mumbai, India

@apeksha_pandey

LinkedIn

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🎓 Master of Science in Data Science at SVKM's NMIMS, Mumbai · Graduated 2025

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About

Data Science student at NMIMS, Mumbai with a strong foundation in Python, SQL, machine learning, and business intelligence. Built projects in financial risk management, document summarization, and job market analytics, and published research in JETIR.

Education

  • Bachelor of Science
    University of Mumbai
    Information Technology · 2022 – 2025
  • Master of Science
    NMIMS, Mumbai
    Awarded by SVKM's NMIMS, Mumbai
    Data Science · 2025

Skills

<3 months <3 months Just getting started - under three months. This is also what shows when a level has not been set.
SQL NumPy React Python Pandas FastAPI scikit-learn Deep Learning Risk Analytics Explainable AI Data Visualization Feature Engineering Predictive Modeling Statistical Analysis Natural Language Processing Generative AI (ChatGPT, Copilot, Gemini)

Tools / apps / platforms

<3 months <3 months Just getting started - under three months. This is also what shows when a level has not been set.
Git Vite MySQL GitHub Firebase Power Query Microsoft Excel Microsoft Power BI

Projects

  • LinkedIn Job Market Analytics Dashboard using Power BI
    Power BI, DAX, Power Query, Star Schema

    Designed an interactive dashboard for hiring trends, talent distribution, and skill demand across 10,000+ job listings. Created DAX measures, automated data workflows, and improved refresh and rendering performance.

  • AI-Powered PDF Document Summarization using Transformer-Based NLP
    Streamlit, BART/T5, regex, NLP

    Built a Streamlit web app using pre-trained Transformer models for abstractive summarization of PDF files. Designed regex-based extraction and preprocessing workflows and implemented tokenization pipelines with strong semantic retention.

  • AI-Powered Portfolio Risk Management Platform
    React (Vite), Python FastAPI, Firebase Authentication

    Engineered a full-stack financial architecture with a React frontend and Python FastAPI backend. Integrated Firebase Authentication for registration, login, and profile tracking, and optimized quantitative risk models for low-latency real-time predictions.

📚 Publications

  • The Future of Space Tourism: Assessing ISRO's Role · 2025

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