Gaurav Vanmane

Experience

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  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.

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  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

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  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

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  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

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  Siemens EDA (Siemens Digital Industries Software)

  Jan 2024 - now

  Software Engineer