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RudraxDave/README.md

Hi, I'm Rudrax Dave ✨

I'm currently pursuing my Masters of Science in Electrical Engineering and Computer Science, with a specialization in Machine Learning and Data Science, from the University of Southern California - USC Viterbi School of Engineering. I'm actively seeking full-time -2023 Job opportunities.

As a learner with alacrity, an elementary, results-driven leader, and a team player, I've led multi-disciplinary technical and financial festivals and events.

My qualifications include:

  • Budding Machine Learning & Data Science Engineer
  • Full Stack Android Development
  • Cloud Database & Business Intelligence
  • Data Analytics Applications
  • Antenna Design and Development
  • Large-scale event plotting and execution
  • Public relations and liaisons
  • Research and analysis
  • Small Scale Fund Raising
  • Creative Designer
  • -:-Teamwork . Hardworking . Technical Skills. Management . Communication . Confidence -:-

Current Projects

  • 🔭 I'm currently working on a Fullstack project using Machine Learning Algorithms and Data Processing to predict forest fires based on weather data collected from the regions. I've tasked feature engineering to multiply the feature and used PCA methods for selection of the concerned best features, and implemented it on various different models. I'm also working on the Deep Learning Project of American Sign Language Reader with Neural Networks and GAN.
  • 🌱 I'm currently learning Advanced Machine Learning Algorithms, Algorithms and Data Structures.
  • 👯 I'm looking to collaborate on DL, ML, and Data Science Projects.

Reach Me

Feel free to ask me about #usc, #research, #losangeles, #datasciences, and #machinelearningalgorithms.

Previous Experience

A highly motivated and results-driven Machine Learning and Data Science Engineer with over 2 years of intern/Part-time experience in various roles, including ML Research Intern at World Resources Institute, BISAG(N), Android Developer at USC CSI-Cancer research, SDE at GRE Electronics Pvt. Ltd., and Coca-Cola Beverages Pvt. LTD.

I have interned with organizations like Bhaskaracharya National Institute for Space Applications and Geo-Informatics (BISAG-N), Govt. of India as a Researcher, where I worked on Machine Learning and Deep Learning Algorithms to result in Buildings and Road Detection for Urban & Rural Area Development with Open-Source Data of Satellite Imagery, which integrated the two concepts together of CNN and GIS from their advantages over traditional classifiers and remote sensing techniques and goes on to implementing deep learning models and change detection after detection of Buildings and Roads in a particular Dataset and later assess the change in the span of the period and giving the analysis of the output. I also interned at GRE Electronics Pvt. Ltd for SOLAR Innovations for Everyday Life research, Hindustan Coca-Cola Beverages Pvt. Ltd., and West Coast Pharmaceuticals Pvt. Ltd. as Data-Base Management, ERP Software, and E-commerce Business Intern.

I've handled various responsibilities in my previous intern, college, and international positions and quickly established talents in prioritizing tasks, meeting deadlines, and finding solutions to eliminate obstacles. I currently work part-time as a Technical Assistant for USC Information Technology Services.

My career has enabled me to develop and establish skills in such key areas:

  • Data Science, Data Analytics & Perseverance to Learn and Improve.
  • Research And Analysis, Administration & Management
  • Machine Learning, Deep Learning, Android & Software Development.

In summary, I am a passionate Machine Learning and Data Science Engineer who is committed to applying technical expertise to solve real-world problems in a collaborative environment.

Projects

I have worked on Machine Learning Projects such as DFS for Foreclosure rates Mysql Analysis, Forest Fire Prediction, ASL Reader, Urbanization Detection, Sales Forecasting, Android Applications like Lost'N Found, Campus Notify, etc.

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  1. LA_Foreclosure_Rates_Analysis LA_Foreclosure_Rates_Analysis Public

    Incremental Analysis on Foreclosure Rates for City of Los Angeles

    Jupyter Notebook

  2. Gene_Disease_Association_Prediction_with_GAT Gene_Disease_Association_Prediction_with_GAT Public

    This project focuses on analyzing and predicting Gene-Disease Associations (GDA) using graph-based machine learning techniques. It leverages curated datasets, protein-protein interaction (PPI) data…

    Jupyter Notebook 1

  3. AmericanSignLanguage_Reader AmericanSignLanguage_Reader Public

    Project Data: The Dataset is 1.11 GB in Size. The images in the dataset are manually captured and not computer-generated. The dataset linked above contains images from 29 classes (26 alphabets, SPA…

    Jupyter Notebook

  4. ForestFires_Prediction ForestFires_Prediction Public

    This dataset contains weather data from 2 regions in Algeria over the period of 3 months and the goal is to predict if a fire occurred at any day within that period. To create a real-world scenario…

    Jupyter Notebook

  5. CampusNavigation CampusNavigation Public

    final-project-RudraxDave created by GitHub Classroom - This project focuses on using data structures in C++ and implementing various graph algorithms to build a map application.

    C++

  6. LostNFound LostNFound Public

    Lost-and-Found Application for University Operations -Solved problem of Lost or Recovered items with features such as image uploads, image recognition, and smart matching with technologies like And…

    3 3