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Intelligent System Lab, BIT Mesra (Student Researcher)
nov 2019 - apr 2020

• Worked on biologically motivated egocentric Computer Vision methods for cognitive robot vision systems and intelligent visual sensing
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• Worked on FaceNet, developed a biometric attendance mobile application using Kivy framework and SQLite in python
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• Our work has been accepted for publication in IEEE INDICON 2020

Iiit-a (research intern)
may 2019 - july 2019

• Worked on different Reinforcement Learning algorithms like Q-Learning, DQN, Policy Gradient, and solved the 2-d gridworld problem using DQN Algorithm
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• Studied different types of mathematical optimization algorithms and implemented Genetic Algorithm from scratch in Python
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• Trained a DQN model on the top of pretrained Convolutional Neural Network using Keras on the VOC Pascal dataset for Object Detection task

Data Science and Machine Learning Trainee
oct 2017 - jan 2018

• Statistical Analysis on NASA lab facilities data using MySQL
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• Data Mining on a forest fire dataset and made a predictive regression model from scratch
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• JSON data structuring on football player dataset

Intelligent System Lab, BIT Mesra (intern)
nov 2019 - apr 2020

• Worked on biologically motivated egocentric Computer Vision methods for cognitive robot vision systems and intelligent visual sensing
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• Worked on FaceNet, developed a biometric attendance application using Kivy framework for its frontend and SQLite for its backend database in python
• The biometric attendance application gave an accuracy of 97% and was able to capture faces in low-light condition

Robita lab, Iiit-a (Summer Intern)
may 2019 - july 2019

• Tested different deep reinforcement learning algorithms for object manipulation with the baxter robot
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• Implemented single-point and multi-point crossover variants of genetic algorithm from scratch in python
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• Trained a deep reinforcement learning model using keras on VOC Pascal Dataset for object detection task

Data Science and Machine Learning Trainee
oct 2017 - jan 2018

• Statistical analysis and visualization of NASA lab facilities data using MySQL and python
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• JSON data structuring on football player dataset
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• Feature extraction on a forest fire dataset and developed a predictive regression model from scratch in python