Pranav Shah
Research Assistant at Modular Robotics Lab (GRASP Lab)- Claim this Profile
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Bio
Credentials
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Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization
CourseraJan, 2021- Nov, 2024 -
Digital Signal Processing
CourseraMay, 2020- Nov, 2024 -
Robotics: Computational Motion Planning
CourseraMay, 2020- Nov, 2024 -
Robotics: Aerial Robotics
CourseraApr, 2020- Nov, 2024 -
Neural Networks and Deep Learning
CourseraApr, 2019- Nov, 2024
Experience
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Modular Robotics Lab (GRASP Lab)
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United States
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Research Services
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1 - 100 Employee
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Research Assistant
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May 2021 - Present
Project 1: Motion Planning and Control of swarm of mini-drones - Developed a simulator for a swarm of mini-drones which can fly in close proximity in an indoor environment. - Implemented a Hamiltonian path planning algorithm for the swarm of drones. - Currently performing physical drone tests to analyse the effect of down-wash (or wake) of the drones over one another. Project 2: Motion planning of multi-agent micro-scaled robots - Developed a simulation for a swarm of micro-scaled robots, designing local – rules for a de-centralised multi-agent system using Python. - Developing and testing macro-scaled prototype of the micro-bot to understand the dynamics of the robot. Show less
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Loylty Rewardz
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India
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Consumer Services
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200 - 300 Employee
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Data Scientist
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Dec 2020 - Jun 2021
- Developed Machine Learning models to perform customer segmentation, identify customer personas and predict future propensities for effective marketing. - Improved the efficacy of the marketing campaigns resulting in a 20% increase in footfall for retail vendors. - Developed PostgreSQL scripts for database management, data analysis and automating several monthly report processes for data visualization. Automation of these processes helped to save 40 hours of work per month. - Skills involved: data analysis, Tableau, Metabase, PostgreSQL, Python (NumPy, Pandas, Scipy), Excel, PowerPoint Show less
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Aarti Engineering Company
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Marol, Andheri East, Mumbai
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Engineer
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May 2020 - Jun 2021
Contributed to the development of CNC based programs and design and development of intricate mechanical products on machines like CNC, lathe, milling and grinding machines. Involved in designing of CAMs, indexers and complex mechanisms for automated production lines. Contributed to the development of CNC based programs and design and development of intricate mechanical products on machines like CNC, lathe, milling and grinding machines. Involved in designing of CAMs, indexers and complex mechanisms for automated production lines.
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L&T Electrical & Automation
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India
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Appliances, Electrical, and Electronics Manufacturing
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700 & Above Employee
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Intern
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May 2019 - Jul 2019
Worked in the designing team for a Solar powered Grid Tied System mainly focusing on the control aspect which involved MPPT algorithms to extract maximum power from the panels and also on algorithms that would be used for stabilization and synchronization of the supply obtained from the solar panels before connecting it to the grid. Algorithms were also developed to detect and rectify faults detected in the grid connection. Conceptualization and Matlab/Simulink simulation was done for the same. Worked in the designing team for a Solar powered Grid Tied System mainly focusing on the control aspect which involved MPPT algorithms to extract maximum power from the panels and also on algorithms that would be used for stabilization and synchronization of the supply obtained from the solar panels before connecting it to the grid. Algorithms were also developed to detect and rectify faults detected in the grid connection. Conceptualization and Matlab/Simulink simulation was done for the same.
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Asha Kiran Charitable Trust - India
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India
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Non-profit Organizations
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1 - 100 Employee
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Volunteer
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Aug 2017 - Jul 2019
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Technovanza
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India
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Higher Education
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1 - 100 Employee
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Chief Sponsorship Administrator
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Jul 2018 - Jun 2019
Led a team of 40 to raise funds and manage finances of college's techno-managerial fest, Technovanza. Led a team of 40 to raise funds and manage finances of college's techno-managerial fest, Technovanza.
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SMD Systems
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Jogeshwari east, Mumbai, Maharashtra.
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Intern
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May 2018 - Jun 2018
Worked on the production line of the company's products, which involved fuel dispensing systems, timers and power supplies. I also got the opportunity to work on a control panel for automated welding. Worked on the production line of the company's products, which involved fuel dispensing systems, timers and power supplies. I also got the opportunity to work on a control panel for automated welding.
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Technovanza
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India
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Higher Education
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1 - 100 Employee
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Sponsorship Coordinator
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May 2017 - Jul 2017
Work with a team of 50 to raise funds required for organizing our college's techno-managerial fest, Technovanza. Work with a team of 50 to raise funds required for organizing our college's techno-managerial fest, Technovanza.
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VJTI Alumni Association
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VJTI, Mumbai
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Branch Ambassador
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Sep 2016 - Apr 2017
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Entrepreneurship-Cell, VJTI
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India
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Non-profit Organizations
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1 - 100 Employee
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Event Coordinator
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Nov 2016 - Dec 2016
I was working for the Startup Networking Conference organised by Ecell VJTI. Area of work mailny required to ensure smooth flow of events and also be the photographer to cover all events. I was working for the Startup Networking Conference organised by Ecell VJTI. Area of work mailny required to ensure smooth flow of events and also be the photographer to cover all events.
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Education
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University of Pennsylvania
Master's degree, Robotics -
Veermata Jijabai Technological Institute (VJTI)
BTech - Bachelor of Technology, Electrical and Electronics Engineering