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  • Self Balancing Robot Simulation control using Deep Reinforcement Learning

    In this project I used Deep Reinforcement learning model to control a self balancing robot model using ROS and Gazebo

  • Neural Image Caption Generator

    In this project, I have tried to work on Caption generation of Images of Flickr_8k dataset. took extensive help from Jason Brownlee's Blog article on the same dataset. But I thought some codeblocks were unnecessarily complex . So I changed them for my project.

  • Implementation of Attention Mechanism for English to Bangla Translation

    In this project I have implemented -at least tried to implement- Attention Mechanism for Encoder-Decoder Deep Learning Network for English To Bangla Translation in keras. Neural Machine Translation is a case for Encoder Decoder network. An example is given in Jason Brownlee's blog . But this architecture had a problem for long sentences . Bahdanau et al. used Attention mechanism for Neural Machine Translation

Ambition

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未来

Experience and education

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Skills

  • Deep Learning

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  • Reinforcement Learning

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  • ROS

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  • Artificial intelligence

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  • Convolution Neural Network

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  • python, NLP, Computer Vision

Accomplishments / Portfolio

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