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vikas-rajpoot/README.md

πŸ‘‹ Hi, I'm Vikas Rajpoot

πŸŽ“ Master's in AI/ML from IIIT Sri City | Bachelor’s in CSE from MITS Gwalior
πŸ”¬ Machine Learning Engineer at Big Bang Boom Solutions
🌐 Passionate about Reinforcemnt Learning, and related cutting-edge research


πŸ” About Me

I specialize in developing, fine-tuning, and deploying advanced machine learning solutions. From training large language models (LLMs) for custom applications to designing reinforcement learning algorithms for autonomous systems, I strive to push the boundaries of innovation.

πŸ’» Key Skills:

  • Expertise: Reinforcement Learning
  • Good at: Natural Language Learning, Computer Vision, Mathmatics
  • Deep Learning Frameworks: PyTorch, TensorFlow, Keras, scikit learn
  • Programming Languages: Python, C/C++, Java, SQL
  • Tools: Git, VS Code

πŸ“œ Publications

  • Comparison of Reinforcement Learning and Model Predictive Control for Nonlinear Continuous Processes
    Published in IFAC PapersOnLine | Read Here

πŸŽ“ Certifications

  • GATE 2021 (Rank: 3420)
  • NPTEL: Cloud Computing | Programming in C++ | Java | IoT | Privacy | and Security

πŸ“« Let's Connect

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  1. Contorl-CSTR-using-Reinforcement-learning Contorl-CSTR-using-Reinforcement-learning Public

    This study explores using RL for CSTR control, assessing effectiveness vs. traditional controllers (PID, MPC). RL learns optimal behavior to maximize rewards, outperforming NMPC with exploration an…

    Python 11

  2. BlackJack BlackJack Public

    Python

  3. ChessAI ChessAI Public

    Chess Game Artificial Agent in python

    Python 1

  4. POS-Tagging-using-Hidden-Markov-Models POS-Tagging-using-Hidden-Markov-Models Public

    Use Hidden Markov models to Part of speech tagging.

    Python 1