🎓 Master's in AI/ML from IIIT Sri City | Bachelor’s in CSE from MITS Gwalior
🔬 Machine Learning Engineer at Big Bang Boom Solutions
🌐 Passionate about Reinforcemnt Learning, and related cutting-edge research
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.
💻 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
- Implemented monocular depth estimation using transfer learning.
- Achieved Structural Similarity Index of 0.37.
- Developed an RL agent using Monte Carlo and Temporal Difference methods.
- Trained to play BlackJack within a custom-built environment.
- Implemented Minimax with alpha-beta pruning for optimal gameplay strategy.
- Built an interactive chessboard using Pygame.
- Created a Hidden Markov Model achieving 51.3% accuracy.
- Enhanced with probabilistic models, achieving 87.5% accuracy.
- Comparison of Reinforcement Learning and Model Predictive Control for Nonlinear Continuous Processes
Published in IFAC PapersOnLine | Read Here
- GATE 2021 (Rank: 3420)
- NPTEL: Cloud Computing | Programming in C++ | Java | IoT | Privacy | and Security
- GitHub: vikas-rajpoot
- LinkedIn: Vikas Rajpoot
- Email: [email protected]
- Portfolio: Coming Soon!