Gaurav Vanmane

Gaurav vanmane

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location of Gaurav VanmaneSanta Clara, California, United States
  • Timeline

  • About me

    Software Engineer(R&D) | Ex-ML@ Siemens

  • Education

    • Pune institute of computer technology

      2016 - 2020
      Bachelor of engineering - be computer science first class with distinction
    • Jawahar navodaya vidyalaya (jnv)

      2009 - 2014
      Cbse
    • Alumni association of mes’ abasaheb garware college (agc) pune

      2014 - 2016
    • Indiana university bloomington

      2021 - 2023
      Master of science - ms computer science 3.9/4.0

      Courses:CSCI-B505 Applied AlgorithmsCSCI- P565 Software Engineering CSCI- P556 Applied Machine Learning CSCI- B551 Elements Of Artificial IntelligenceENGR- B511 Machine Learning with Signal Processing CSCI- B565 Data Mining

  • Experience

    • Pune institute of computer technology

      Dec 2018 - Jul 2019
      Event head coordinator - impetus and concepts 2019

      Leading a core team of 10 members and more than 100 volunteers. We designed, conceptualized, implemented, and organized an intercollegiate national-level competition which is a platform for budding entrepreneurs to showcase their design, exhibits, projects etc.

    • Siemens eda (siemens digital industries software)

      Jun 2022 - Aug 2022
      Research and development intern

      • Worked with the EDA team on the Questa Simulator product to predict the synchronization communication cost for the parallel processing for 150K+ VHDL designs.• Developed ML pipeline using Python, Machine learning to increase the prediction accuracy of synchronization cost from 20% to 92%.• The ML pipeline is built by training Neural Network and Random Forest model on those VHDL designs and tested on new VHDL designs, leading to 70% of improvement in prediction.• Developed ML Pipeline that did synchronization communication cost for the parallel processing, Automatic feature Engineering, and 2-D Visualization on new VHDL designs using Python, Numpy, Pandas, Tensorflow, Keras, Matplotlib, and Seaborn. Show less

    • Indiana university bloomington

      Aug 2022 - May 2023
      Associate instructor

      • Guided students through challenging C++ assignments, focusing on comprehensive understanding and mastery of the language. Delivered clear explanations of complex software engineering concepts in C ++, including design patterns, fostering practical application and deep comprehension.• Conducted rigorous grading of assignments, ensuring fairness and accuracy in alignment with established rubrics and guidelines. Upheld a commitment to excellence in evaluation, aiming to drive continuous improvement and success among students.• Gradedassignmentsandprovidedconstructivefeedbacktohelpstudentsimprovetheirunderstandingandimplementation of software using C++. Show less

    • Nch

      Oct 2023 - Dec 2023
      Data analyst

      Proficiently analyzed physician-specific data using Python (Pandas, NumPy), reducing insights generation time by 80%. Implemented dynamic visualizations in Power BI for actionable insights, and adapted Python and SQL skills for custom report generation, achieving an 80% reduction in time.Played a pivotal role in the Medical Staff Office, applying SQL expertise to correct data inconsistencies, collaborating on database upgrades, and achieving a 50% reduction in time for regulatory exercises through accurate and streamlined processes.Demonstrated a proactive approach to technical problem-solving, enhancing overall workflow efficiency. Adapted Python and SQL skills for custom report generation, showcasing a 40% improvement. Show less

    • Siemens eda (siemens digital industries software)

      Jan 2024 - now
      Software engineer
  • Licenses & Certifications

  • Volunteer Experience

    • Volunteer

      Issued by HelpAge India on Apr 2010
      HelpAge IndiaAssociated with Gaurav Vanmane