Jatin Singh

Jatin Singh

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location of Jatin SinghBengaluru, Karnataka, India

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  • Timeline

  • About me

    Data Scientist | Into Generative AI, Machine Learning, Predictive Modelling & Analytics, Python | SQL, APIs Development, Power BI | Solving Complex with Data- Driven Solution

  • Education

    • International Institute of Information Technology Bangalore

      2024 - 2025
      Postgraduate Degree AI-ML And MLOps
    • SRM University

      2015 - 2019
      Bachelor of Technology - BTech Electrical and Electronics Engineering

      Activities and Societies: worked as team member in 4ze srm electric racing team

  • Experience

    • Capgemini

      Jun 2019 - Jun 2022
      • Associate Consultant

        Jun 2021 - Jun 2022
      • Senior Software Engineer

        Jun 2019 - Jul 2021
      • Software Engineer

        Jun 2019 - Jun 2020
    • Siemens

      Jun 2022 - now
      Software Development Engineer

      Automated Computer Vision Framework Project:-1. Developed and implemented an end-to-end automation framework combining Object Detection, OCR, and Python, reducing manual testing effort by leveraging ML.2. Engineered data preprocessing pipeline for training machine learning models, ensuring high-quality training data for UI component recognition.3. Integrated Generative AI for automated test case creation, improving testing efficiency and coverage.4. Implemented machine learning-driven test validation scripts, ensuring consistent and accurate results."CAP Master" Enterprise Desktop Image Management System:-1. Executed a scalable full-stack solution for the Image and Patches process in Test Machines, reducing manual intervention by 90% .2. Leveraged C# .NET Core to create robust RESTful APIs that seamlessly connected React.js, CSS, HTML, and JavaScript front-end interfaces with backend services.3. Utilized asynchronous API architecture for managing concurrent user requests and background processes, ensuring exceptional system stability during high traffic loads4. Designed and optimized SQL Server database schema, migrating from Excel-based storage to improve data integrity and query performance.5. Integrated Windows services for executing batch operations and monitoring system health, reducing manual intervention by 60%.6.Implemented real-time feedback mechanisms and automated database updates through scheduled API jobs.Performance Analytics Dashboard:-1. Designed and implemented a comprehensive Power BI dashboard system to monitor team performance, process efficiency, and track workloads for enhanced decision-making.2. Designed and implemented interactive visualizations including heat maps, donut charts, and KPIs to track domain expertise and bug resolution metrics.3. Provided actionable insights leading to improved team productivity and stakeholder decision-making. Show less

  • Licenses & Certifications

    • Prompt Engineering: How to Talk to the AIs

      LinkedIn
      Dec 2024
      View certificate certificate
    • Advanced Prompt Engineering Techniques

      LinkedIn
      Dec 2024
      View certificate certificate
    • Azure Fundamentals AZ-900

      Microsoft
      Mar 2021
    • Power BI Data Analyst Associate-DA100

      Microsoft
      Feb 2022