Gaurav Agarwal

Experience

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  ISRO - Indian Space Research Organization

  Sept 2019 - Jan 2020

  Student Researcher

  Data Analysis and Modeling: Conducted extensive data analysis and developed models using Python and MATLAB to support research projects and simulations. •Satellite Image Processing: Worked with remote sensing data and satellite imagery, applying image processing techniques using software such as ENVI and ArcGIS. •Algorithm Development: Developed and tested algorithms for various applications, including signal processing and geospatial analysis. •Technical Report Writing: Authored detailed technical reports and documentation, presenting research findings and methodologies to the team and senior researchers. •Collaborative Research: Collaborated with a team of scientists and engineers, contributing to projects focused on satellite communication and earth observation. •Experimentation and Testing: Assisted in designing and conducting experiments, collecting data, and performing validation and verification of results. •Advanced Computing Skills: Utilized advanced computing skills, including proficiency in C++ and R, to support computational tasks and research activities. Show less

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  Entrepreneurship Development Cell, MNIT Jaipur

  Jan 2021 - Jan 2024

  Key achievements include: •Strategic Leadership: Directed the overall strategy and operations of EDCELL, setting clear objectives and ensuring their successful implementation. •Program Development: Designed and launched several key programs, including startup incubation, mentorship sessions, and entrepreneurship boot camps, aimed at developing entrepreneurial skills and knowledge. •Event Management: Organized flagship events such as hackathons, pitch competitions, and guest lectures featuring successful entrepreneurs and industry leaders, significantly boosting participant engagement and learning opportunities. •Networking and Partnerships: Established strong networks with industry experts, venture capitalists, and academic leaders, creating valuable opportunities for members to connect and collaborate. •Resource Mobilization: Secured sponsorships and resources to support the cell’s activities, enhancing the quality and reach of our programs. •Team Leadership: Led a dynamic team of volunteers, providing guidance, mentorship, and support to ensure the efficient execution of initiatives and the professional growth of team members.In my role at EDCELL, I was able to harness my passion for entrepreneurship and leadership to create a supportive environment Show less

  • Overall Coordinator

    Sept 2022 - Jan 2024

  • Head of Public Relations

    Jan 2021 - Nov 2022
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  IEEE

  Apr 2022 - Dec 2023

  Vice Chair IEEE MNIT RFID Student Chapter

  Key achievements include: •Leadership and Strategy: Led the chapter’s strategic planning and execution, setting clear goals and driving initiatives to achieve them effectively. •Event Organization: Successfully organized and managed numerous conferences, workshops, and seminars on RFID technology, attracting renowned speakers and industry experts. •Member Engagement: Increased member engagement through targeted outreach programs, networking events, and collaborative projects, resulting in a significant growth in membership. •Collaboration and Partnerships: Fostered strong relationships with academic institutions, industry partners, and other IEEE chapters to promote knowledge sharing and collaborative research. •Educational Programs: Developed and delivered educational programs and training sessions to enhance members’ understanding of RFID technology and its applications. •Community Building: Cultivated a vibrant community of students, researchers, and professionals passionate about RFID technology, fostering innovation and collaboration.My role as Vice Chairman allowed me to leverage my leadership skills and technical expertise to drive the chapter’s growth and contribute to the advancement of RFID technology within the IEEE community. Show less

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  London Business School

  Apr 2022 - Dec 2022

  Student Researcher
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  The London School of Economics and Political Science (LSE)

  Apr 2022 - Dec 2022

  Student Researcher
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  ISRO - Indian Space Research Organization

  Jun 2022 - Sept 2022

  Summer Intern

  • Implemented a Hybrid Deep-Learning model (CNN-LSTM) for signal processing & performed MATLAB simulations on time-domain and frequency- domain signals, enhancing data analysis capabilities, proving the jet to be theoretically 0 RCS.• Proposed integration of a Phased Array for beam steering with Mechanical Steering, resulting in a 50% increase in Field of View

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  Placement & Training Cell, MNIT Jaipur

  Sept 2022 - May 2024

  Student Placement Coordinator

  Key achievements include: •Recruitment Liaison: Established and maintained strong relationships with leading companies and recruiters, facilitating a wide range of placement opportunities for students. •Placement Activities: Organized and managed campus recruitment drives, job fairs, and pre-placement talks, ensuring smooth and efficient operations. •Career Guidance: Provided personalized support and advice to students on resume building, interview preparation, and career planning, enhancing their employability and confidence. •Data Management: Maintained a comprehensive database of student profiles and placement statistics, enabling data-driven decision-making and reporting. •Workshops and Training: Conducted workshops and training sessions on essential career skills, such as communication, networking, and professional etiquette. •Feedback and Improvement: Gathered feedback from students and recruiters to continuously improve the placement process and address any challenges. Show less

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  SAMEER (R&D of DIT, Govt of India)

  Dec 2022 - Mar 2023

  Research Intern

  Research in 6G Communication Technologies and Development of Reconfigurable Intelligent surfaces for sub-THZ systems.• Conducted comprehensive data analysis on past 5G systems; optimized key design parameters by 25%, paving the way for advanced 6G network innovations.• Engineered a Multilayered IRS and Sub-Tera Hertz subsystem in X Band for 6G Networks and improved Bandwidth by 11 % and reduced coupling & noise by 9 %.• Determined transmit efficiency & SNR profiles at 3.8 GHz and 5.2 GHz in simulation using full-wave simulators and experiments. Show less

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  JPMorgan Chase & Co.

  Jul 2023 - Dec 2023

  CCB (Predictive Analytics and Applied AI/ML) Intern

  Suggested new metrics & ML models to analyze data & develop a robust Credit Risk model, reporting ~7% enhancement in performance monitoring & feature engineering.• Engineered advanced predictive models using XG-Boost, Mahalanobis Distance, and CAT-Boost; improved loan and lease lifecycle decision-making processes from originations to collections and recovery, resulting in a 27% increase in key performance metrics.• Conducted an in-depth technical session for 50+ professionals, showcasing advancements in ML/AI, big data, and Auto-ML withAWS SageMaker; highlighted 25% improvement in execution time and enhanced data visualization techniques.• Developed and optimized Graph Database (GSQL) to enhance models under development by 20%, Created an Attribute library tocapture data dimensions, resulting in a 35% reduction in data processing time.• Automated repetitive tasks using 13 MS Excel macros, including Outlook and Excel, increasing operational efficiency by 37% Show less

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  Harvard Project for Asian and International Relations (HPAIR)

  Jul 2023 - Sept 2023

  International delegate-HPAIR'23
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  HP

  Apr 2024 - May 2024

  Corporate Venture Capital & Business Analytics

  My role encompassed identifying and evaluating high-potential startups, conducting thorough due diligence, and negotiating investment terms to align with HP’s strategic objectives.

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  New York University

  Aug 2024 - Dec 2024

  Course Assistant ( Electronics - 2)
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  Indian Institute of Technology, Delhi

  Dec 2024 - Dec 2024

  AI/ML Research Associate
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  International Institute of Information Technology Hyderabad (IIITH)

  Dec 2024 - now

  Research Associate ( META AI & DRDO )

  • Developing cutting-edge OSR (Open Set Recognition) models like W-SVM, PI-SVM,OpenMax,Open Set Adversarial Defence, for improved unknown recognition accuracy in dynamic settings.• Leveraged deep learning and probabilistic modelling with statistical distributions to enhance model generalization and uncertainty quantification with use of Class Incremental Learning techniques like Polytopes Network for stage wise learning • Applying OSR in various industries like autonomous systems, medical imaging for reliable AI performance. Show less