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shreyamalogi/README.md

SHREYA MALOGI

Multidisciplinary Technologist | Founder @CodeMacrocosm

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⚡ About My Work

A curated repository showcasing my versatility across Software Development, Tech Leadership/Direction, and Creative Engineering projects. Check out my live Dynamic Portfolio Website.


🛠️ Tech Stack & Tools

aws bootstrap c cplusplus css3 dart docker express figma firebase flask flutter git html5 java javascript kotlin mongodb nextjs nodejs opencv python react


📊 GitHub Stats

GitHub Stats
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"Programming isn't about what you know. It's about what you can figure out."

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  1. Industrial-Demand-Forecasting-Pipeline Industrial-Demand-Forecasting-Pipeline Public

    Architected a high-performance predictive pipeline processing 15 Million transactions. Optimized memory by 70% via custom downcasting and implemented Tweedie-LightGBM to solve zero-inflation in ret…

    Jupyter Notebook 15

  2. Amazon-BigData-Verified-Review-Classifier Amazon-BigData-Verified-Review-Classifier Public

    Scalable Trust-Signal Detection: A Big Data pipeline using PySpark and GCP Dataproc to classify 8GB+ of Amazon reviews with high-precision Random Forest modeling. Engineered for horizontal scalabil…

    Python 4

  3. Multi-Domain-CV-Intelligence-Workspace Multi-Domain-CV-Intelligence-Workspace Public

    A high-precision Computer Vision workspace featuring ReUNet for medical segmentation and MobileNetV2 for AgTech classification. Demonstrating cross-domain AI expertise in Healthcare Diagnostics and…

    Jupyter Notebook 2

  4. Retail-Data-Engineering-Pipeline Retail-Data-Engineering-Pipeline Public

    Scalable ETL Pipeline: Processing 5M+ retail records with PySpark on GCP Dataproc. Automated the extraction of global business KPIs and consumer trends. Includes an Ethical Data Framework to ensure…

    Python 15

  5. Biometric-Attendance-Engine Biometric-Attendance-Engine Public

    Real-time face recognition system using HOG encodings and Dlib landmarks. Features a high-speed Flask/OpenCV pipeline for live video processing and automated SQL database logging

    HTML 18 1

  6. Intelligent-Travel-Recommendation-Engine Intelligent-Travel-Recommendation-Engine Public

    An Intelligent Travel Recommendation Engine using TF-IDF Vectorization and KNN to predict optimal tourist destinations. Features a modular Python/Tkinter architecture and mathematical similarity sc…

    Python 9