Nishant Mishra
Web Developer at I live work alone
Bihar, India
Summary
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RockstarNishant Mishra is a Web Developer and AI enthusiast based in Bihar, India, with seven years of hands-on experience building web applications and machine learning integrations. He blends front-end/back-end web development with practical AI work, evidenced by substantive contributions to the mlpack C++ ML library—implementing and testing reinforcement learning algorithms like DQN (with noisy networks) and SAC. Comfortable diving into low-level algorithmic detail, he has proven ability to modify core components and add robust tests in a performance-critical open-source project. Working independently at "I live work alone," he brings a self-driven, full-stack mindset and a penchant for translating research-grade ML techniques into usable code.
7 years of coding experience
Github Skills (6)
dqn10
machine-learning10
sac10
c-language10
cprogramming-language10
reinforcement-learning10
Programming languages (14)
Github contributions (5)
mlpack/mlpack
Mar 2020 - Aug 2020
mlpack: a fast, header-only C++ machine learning library
Role in this project:
ML Engineer
ML EngineerContributions:1 review, 167 commits, 24 PRs in 5 months
Contributions summary:Nishant primarily focused on the implementation of reinforcement learning algorithms within the mlpack library. Their contributions include modifying and testing reinforcement learning environments, particularly the Pendulum environment, and adding support for new features such as noisy networks within the Deep Q-Network (DQN) framework. Furthermore, they added tests for Categorical DQN, implemented a test for SAC and made changes to the implementation of the SAC algorithm. Their work involved deep modification to several existing components of reinforcement learning systems.
regressionheaderdeep-learningscientific-computingc-plus-plus
nishantkr18/GSoC-2020-mlpack
May 2020 - Aug 2020
Contributions:28 commits, 25 pushes in 3 months
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