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AdityaPatel1068/README.md

Hey! πŸ‘‹, I'm Aditya

A Data Scientist with a Passion for Machine Learning and Big Data


πŸ“œ About Me

  • πŸŽ“ Graduated with a Master's in Data Science from New Jersey Institute of Technology (GPA: 4.0).
  • πŸ’Ό Currently a Data Scientist, with prior experience as a Business Analyst and Business development, specializing in leveraging data-driven strategies to solve complex problems.
  • 🌟 My journey into data science stems from a desire to transform raw data into actionable insights. I transitioned from sales, where I analyzed customer patterns, to creating predictive models that drive efficiency and decision-making.
  • πŸ“Š Skilled in developing AI-powered solutions, I specialize in leveraging Python and SQL for data analysis and predictive modeling, while occasionally utilizing CUDA and Hadoop for processing large-scale datasets.

πŸ’» Technical Skills

Programming Languages:


Libraries & Frameworks:


Tools & Platforms:


πŸ”­ Professional Experience

I have extensive experience in data science and analytics, with a proven track record of delivering impactful projects. As a Research Assistant at the New Jersey Institute of Technology, I led the development of advanced deep learning models to analyze harmful algal blooms in New Jersey lakes. By integrating satellite imagery and ground sensor data, I conducted data collection, processing, and analysis to derive actionable insights. Previously, as a Business Analyst at Capline Service, I developed predictive billing models that optimized healthcare revenue cycles, leveraging SQL and data visualization tools to improve efficiency by 15%.


πŸ“š Key Projects

  • Developed an AI-based exam grading system that integrated OCR and generative AI for pattern recognition, improving grading accuracy by 20% across 1,200+ assignments while enhancing student satisfaction.
  • Created a real-time ASL interpreter, achieving 96% accuracy with deep learning models. Optimized runtime efficiency by reducing data size by 87% and deployed the solution for accessibility enhancement.
  • Designed a climate modeling system using state-of-the-art architectures, including UNet and Vision Transformers, achieving 94% predictive accuracy in temperature forecasting through advanced attention mechanisms.

🐍 GitHub Contributions

snake gif


πŸ“ž Reach Me At


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  1. Future-Sales-Prediction_R-Studio Future-Sales-Prediction_R-Studio Public

    Future Sales Prediction

    HTML

  2. Harmful-Algal-Bloom Harmful-Algal-Bloom Public

    study of HAB impact

    Jupyter Notebook

  3. IMDB_Data_Analysis IMDB_Data_Analysis Public

    The analysis of movies released by Warner Bros till date utilized multiple sources, including IMDb, Rotten Tomatoes, and Kaggle. The data was scraped using web scraping tools, a Python script, and …

    Jupyter Notebook

  4. Portfolio Portfolio Public

    JavaScript

  5. Real_Vs_Fake Real_Vs_Fake Public

    Python