Omkar Raotole

Omkar Raotole

Python Developer

Followers of Omkar Raotole789 followers
location of Omkar RaotoleUnited States

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  • Timeline

  • About me

    AI/ML Engineer | Software Developer | Graduate Student @ NEU

  • Education

    • Navrachana University

      2019 - 2023
      BTech - Bachelor of Technology Computer Science 8.6

      Activities and Societies: Volleyball, Gym. Relevant Course Work - Data Structures, OOP, Algorithm Analysis, Artificial intelligence.

    • Northeastern University

      2023 - 2025
      Master's degree Computer Software Engineering

      Relevant Course work : Object Oriented design, Advanced Data structures and algorithms, Foundations of software engineering, Data Science Methods and tools.

  • Experience

    • Pratik Software

      Jan 2021 - May 2021
      Python Developer

      • Engineered an automated email generator, enabling 100 concurrent emails in 10 seconds; integrated third-party web services using Docker and CI/CD, emphasizing continuous testing and deployment with XML configuration for scalability• Designed a backend system for seamless integration, enhancing delivery with cloud infrastructure and leveraging C++, Golang, and SQL for database management, ensuring performance-critical components

    • Nirma University, Ahmedabad, Gujarat, India

      Jan 2023 - Jul 2023
      AI Researcher

      • Built a high-accuracy (98.2%) solid waste classification system using Xception, DenseNet, and EfficientNet models, enhanced by custom image processing techniques to accurately categorize diverse waste types from a dataset of over 30,000 images• Leveraged deep learning and GPU optimization for efficient waste management, employing ensemble models and CNNs for dynamic recognition of waste categories, significantly enhancing urban sustainability and waste processing efficiency

    • Trigrexam

      Feb 2023 - Jul 2023
      Android Developer

      • Transformed a Java codebase into Kotlin, enhanced JavaScript and Angular for improved UI/UX; optimized JSON data rendering and image quality, reducing loading times by 65%• Reduced application crashes by 43% by improving operating systems integration and streamlining Linux user experience, leveraging test infrastructure practices, including NoSQL and Terraform for infrastructure as code• Modernized the application by replacing deprecated functions, efficiently managed database operations with SQL for database deployment, ensuring up-to-date functionality Show less

    • Northeastern University

      Oct 2023 - May 2024
      Graduate Research Assistant

      • Processed 44 million rows of SPL data by creating an algorithm to manage data in 1 million row chunks, established key thresholds for prizewinner analysis, and applied OLS regression for insightful results• Leveraged a supercomputer for data analysis, utilizing SBATCH and nano for job scheduling and file testing; optimized performance and managed large datasets in MobaXterm• Analyzed a movie dataset to predict real-time ratings, performing EDA, cleaning, and regression to identify key factors, achieving 96% accuracy Show less

  • Licenses & Certifications

    • The Complete Android and Java Developer Course

      Udemy
      Jan 2023
    • AWS Academy Machine Learning Foundations

      Amazon Web Services (AWS)
      Apr 2022
      View certificate certificate
    • AWS Academy Graduate - AWS Academy Introduction to Cloud Semester 1

      Amazon Web Services (AWS)
      Oct 2022
      View certificate certificate
    • Python Network Programming

      Udemy
      Sept 2022
      View certificate certificate
    • AWS Academy Graduate - AWS Academy Introduction to Cloud Semester 2

      Amazon Web Services (AWS)
      Nov 2022
      View certificate certificate
    • PHP Master - CMS Project

      Udemy
      Aug 2022
      View certificate certificate
    • AWS Academy Cloud Foundations

      Amazon Web Services (AWS)
      Apr 2022
      View certificate certificate