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Rashmi Singh

Rashmi Singh

Summer Intern

Followers of Rashmi Singh2000 followers
location of Rashmi SinghBengaluru, Karnataka, India

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  • Timeline

  • About me

    Senior Engineer at Mercedes-Benz Research and Development India

  • Education

    • Civil Services Aspirant

      2013 - 2018
      Optional Subject: Sociology

      Qualified for Mains 5 times

    • Indian Institute of Technology, Kanpur

      2006 - 2011
      Dual Degree Electrical Engineering

      M. Tech Thesis - Ratioed Cost Loop Free Multipath Routing Algorithm- Designed and simulated a loop-free multipath routing algorithm for wired data networks- Results reduced average transmission delay and improved network throughput and resource utilization as compared to presently used routing algorithmsAdvisor - Dr. Yatindra Nath Singh

    • Indian Institute of Science (IISc)

      2019 - 2019
      Certification in Deep Reinforcement Learning A

      Policy Gradient Methods, Actor-Critic Methods, Deep Q-learning, TRPO, PPO

    • Indian Institute of Science (IISc)

      2019 - 2019
      Certification in Reinforcement Learning A+

      Multi-armed Bandits, Markov Decision Processes, Dynamic Programming, Monte Carlo Methods, Temporal-Difference Learning

    • Indian Institute of Science (IISc)

      2019 - 2019
      Certification in Deep Learning A

      Linear Models, Deep Neural Networks, Convolutional Neural Networks, Recurrent Neural Networks, Representation Learning, Adversarial Learning

    • Indian Institute of Science (IISc)

      2019 -
      Certification in Data Analytics A+

      Forecasting tools, methods and applications:- Exploratory Data Analysis- Averaging and Exponential Smoothing Methods- Simple and Multiple Regression Analysis- Time Series Decomposition, Box-Jenkins Methodology for ARIMA Models

  • Experience

    • Geodesic

      May 2009 - Jul 2009
      Summer Intern

      - Designed a Battery Simulator for 3-cell Li+ battery and successfully tested it with CC-CV type Li+ battery chargers- Developed and tested a Current Limiting PCB to monitor the various voltage and current levels between different boards of GeoAmida (A Company Product) - Prevented the boards from getting destroyed in case of fluctuations in power supply

    • Ericsson

      Jun 2011 - Mar 2013
      Software Engineer

      Design, Development & Maintenance of Online Mediation - Implementation of Diameter protocol to enable offline charging - Development of Edge agent functionality for enabling roaming capability for LTE - Enhancement of Alarm Management framework to meet customer requirementAgile ways of working - Certificate of appreciation for maximum score in agile evaluation - Node representative for Scrum software management

    • Mercedes-Benz Research and Development India

      Sept 2019 - now

      Data Analytics for Automated DrivingLane Detection and Classification, Construction Zone Detection, Road User Detection, Automatic Assessment of ADAS Events, Speech Transcription

      • Senior Engineer

        Apr 2022 - now

      • Engineer

        Sept 2019 - Mar 2022

  • Licenses & Certifications

    • Machine Learning

      Coursera

    • Deep Learning Specialization

      Coursera

  • Honors & Awards

    • Awarded to Rashmi Singh
      Invention Award for M.Tech Thesis Intellectual Ventures Nov 2011
    • Awarded to Rashmi Singh
      1st Prize in Endeavour, Techkriti’10 IIT Kanpur Feb 2010 Endeavour is one of Asia's largest open hardware innovation contest. It is organized as a part of Techkriti, the annual technical festival of IIT Kanpur
    • Awarded to Rashmi Singh
      3rd Prize in Endeavour, Techkriti'08 IIT Kanpur Feb 2008 Endeavour is one of Asia's largest open hardware innovation contest. It is organized as a part of Techkriti, the annual technical festival of IIT Kanpur
    • Awarded to Rashmi Singh
      Certificate of Merit CBSE May 2003 Certificate of merit by CBSE for being amongst the top 0.1% students in Science, AISSE 2003

  • Volunteer Experience

    • Teacher

      Issued by Prayas, IIT Kanpur on Jan 2009
      Prayas, IIT KanpurAssociated with Rashmi Singh