Dhruv Darda

Guidance & Navigation Control Level-3 Engineer at General Aeronautics Pvt Ltd
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Contact Information
us****@****om
(386) 825-5501
Location
Bengaluru, Karnataka, India, IN

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Credentials

  • AWS Machine Learning Foundations
    Udacity
    Oct, 2021
    - Nov, 2024
  • Exploratory Data Analysis for Machine Learning
    Coursera
    Jul, 2021
    - Nov, 2024
  • Introduction to Mechanical Engineering Design and Manufacturing with Fusion 360
    Coursera
    May, 2021
    - Nov, 2024
  • Python Project for Data Science
    Coursera
    May, 2021
    - Nov, 2024
  • Neural Networks and Deep Learning
    Coursera
    Jul, 2020
    - Nov, 2024
  • Git + GitHub for Open Source Collaboration
    Coursera
    Jul, 2020
    - Nov, 2024
  • Applied Data Science with Python Specialization
    Coursera
    Jun, 2020
    - Nov, 2024
  • Introduction to Big Data
    Coursera
    Jun, 2020
    - Nov, 2024
  • Career Edge - Knockdown the Lockdown
    TCS iON LifeLong Learning
    Apr, 2020
    - Nov, 2024

Experience

  • General Aeronautics Pvt Ltd
    • India
    • Aviation and Aerospace Component Manufacturing
    • 100 - 200 Employee
    • Guidance & Navigation Control Level-3 Engineer
      • Jun 2023 - Present

      Working on an end-to-end sensor suite and processor selection for making our drone fully autonomous. Working on an end-to-end sensor suite and processor selection for making our drone fully autonomous.

  • Think India
    • India
    • Education
    • 1 - 100 Employee
    • Member
      • Sep 2020 - May 2023

  • I'mbesideyou Inc.
    • Japan
    • IT Services and IT Consulting
    • 1 - 100 Employee
    • Data Scientist Intern
      • May 2022 - Jul 2022

      My role was to improve the accuracies of CV models like emotion detection by improving image quality. • Implemented SRGAN, ESRGAN and SR3 models for generating Super-Resolution images, up-scaling the image four times. • Experimented with oversampling and class weight methods for dealing with an imbalanced dataset for smile classification. • Boosted the accuracy of emotion detection on low-resolution images by almost 25% My role was to improve the accuracies of CV models like emotion detection by improving image quality. • Implemented SRGAN, ESRGAN and SR3 models for generating Super-Resolution images, up-scaling the image four times. • Experimented with oversampling and class weight methods for dealing with an imbalanced dataset for smile classification. • Boosted the accuracy of emotion detection on low-resolution images by almost 25%

  • Cashify
    • India
    • Consumer Services
    • 700 & Above Employee
    • Machine Learning Intern
      • Aug 2021 - Oct 2021

      My role was to detect cracks and help with Dataset curation. • Trained a model for crack detection using Transfer Learning on CNN models like VGG19, and DenseNet with 78% accuracy. • Helped in transforming their business from offline to online by replacing humans with an AI model to detect cracks in phones. My role was to detect cracks and help with Dataset curation. • Trained a model for crack detection using Transfer Learning on CNN models like VGG19, and DenseNet with 78% accuracy. • Helped in transforming their business from offline to online by replacing humans with an AI model to detect cracks in phones.

  • Capgemini
    • France
    • IT Services and IT Consulting
    • 700 & Above Employee
    • IoT Developer
      • May 2021 - Jul 2021

      My role was to develop an IoT PNP Application on Azure IoT Hub. • Worked on Microsoft Azure Portal as an IoT Device developer and fostered the development of a sample application capable of sending telemetry to IoT Hubs/Central and receiving commands from it. My role was to develop an IoT PNP Application on Azure IoT Hub. • Worked on Microsoft Azure Portal as an IoT Device developer and fostered the development of a sample application capable of sending telemetry to IoT Hubs/Central and receiving commands from it.

  • Unstop
    • India
    • Technology, Information and Internet
    • 200 - 300 Employee
    • Chief Igniter @ Igniters Club
      • Jul 2020 - Jul 2021

      • Established the Igniters Club at IIT Gandhinagar and recruited members for the club. • Partnered with Fests and promoted the D2C platform in the college to power their events through the D2C platform. • Established the Igniters Club at IIT Gandhinagar and recruited members for the club. • Partnered with Fests and promoted the D2C platform in the college to power their events through the D2C platform.

  • Blithchron, IIT Gandhinagar
    • India
    • Entertainment
    • 1 - 100 Employee
    • Sponsorship Executive
      • Oct 2020 - Mar 2021

  • The Sparks Foundation
    • Singapore
    • Education Administration Programs
    • 700 & Above Employee
    • Data Analyst
      • Dec 2020 - Jan 2021

Education

  • Indian Institute of Technology Gandhinagar
    Bachelor of Technology - BTech, Mechanical Engineering
    2019 - 2023
  • University of Michigan
    Artificial Intelligence
    2020 - 2020

Community

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