Nikhil Ostwal

Associate Researcher at InfAI - Institute for Applied Informatics
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Contact Information
us****@****om
(386) 825-5501
Location
DE
Languages
  • English -
  • Hindi -
  • German -

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Credentials

  • Deep Learning A-Z™: Hands-On Artificial Neural Networks
    Udemy
    Feb, 2022
    - Nov, 2024
  • Reinforcement Learning: Qwik Start
    Coursera
    Feb, 2022
    - Nov, 2024
  • The Python Mega Course: Build 10 Real World Applications
    Udemy
    Jun, 2021
    - Nov, 2024

Experience

    • Germany
    • IT Services and IT Consulting
    • 1 - 100 Employee
    • Associate Researcher
      • Feb 2023 - Present

    • India
    • E-Learning Providers
    • 700 & Above Employee
    • Project Intern
      • Oct 2022 - Present

      Design and develop E-Commerce and Finance based Machine Learning Models Tasks include: EDA, Data preprocessing /cleaning Feature Engineering, Model Selection Deployment of solution as an API on cloud. Design and develop E-Commerce and Finance based Machine Learning Models Tasks include: EDA, Data preprocessing /cleaning Feature Engineering, Model Selection Deployment of solution as an API on cloud.

    • Germany
    • Higher Education
    • 500 - 600 Employee
    • Master Thesis Student
      • Mar 2022 - Sep 2022

      Thesis Topic: Deep Multi-Agent Reinforcement Learning Algorithms for Continuous Control under Lossy and Delaying Communication Conducted a simulative comparison of two different Multi-agent RL algorithms to understand their learning behavior and convergence rate under a lossy and delayed network. For the simulation, Open AI's MPE environment is used to understand cooperative and competitive behavior between agents. My work included understanding the state-of-the-art RL algorithms (single and multi-agent), implementation and tuning of both algorithms, and then final training and comparison of both.

    • India
    • Education Administration Programs
    • 1 - 100 Employee
    • Trainee
      • Jun 2017 - Jul 2017

      The 4 week training helped me to gain insights of Big Data and various Hadoop tools. The training also helped me to do my own projects under the same technology. The 4 week training helped me to gain insights of Big Data and various Hadoop tools. The training also helped me to do my own projects under the same technology.

    • Telecommunications
    • 700 & Above Employee
    • Trainee
      • Jun 2016 - Jul 2016

      In my 4 weeks of training, I learned about the basics of telecommunication, gsm, CDMA and bts planning techniques. In my 4 weeks of training, I learned about the basics of telecommunication, gsm, CDMA and bts planning techniques.

Education

  • Paderborn University
    Master of Science - MS, Computer Science
    2018 - 2022
  • SRM University
    Bachelor of Technology (BTech), Computer Science
    2014 - 2018
  • Birla Shiksha Kendra
    Senior Secondary, Science Maths with Computers
    2004 - 2014

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