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KaranAnchan/README.md

Hi there! πŸ‘‹πŸ½

I'm a computer science grad πŸŽ“, an AI and robotics enthusiast πŸ€–, and a reader πŸ“š. Constantly diving into the latest and greatest in tech, I also love to stay active and get my game on, be it on the cricket pitch or the football field ⚽🏏.

Here’s a snapshot of what I do, love, and live by:

πŸ› οΈ Technical Skills:

  • Languages: Python, C/C++, Next.js, SQL
  • Machine Learning Frameworks: TensorFlow, PyTorch
  • Specializations: Generative AI, NLP, Computer Vision, Reinforcement Learning
  • Tools: Git/GitHub, MLflow, Power BI

πŸ’Ό Professional Experience:

  • AI-driven Education: Designed an ML system at Wizdom Ed that uses knowledge embeddings, NLP, and large language models to personalize learning. We saw a πŸ“ˆ 30% increase in student test scores and a 55% boost in engagement!
  • Research Innovator: Authored research on text-to-3D generation at Artificer, merging diffusion models with linguistic planning. Our work enhances 3D content creation across VR, visual effects, and product design.

πŸ“– Hobbies & Interests:

  • Reading: Whether it's the latest in fiction, non-fiction, or science, you’ll find me with a book!
  • Fitness Buff: Keeping fit with regular workouts πŸ‹οΈβ€β™‚οΈβ€”it’s all about that mind and body connection!
  • Sports Enthusiast: Cricket and football. There’s nothing like the thrill of the game!

🌟 What Sets Me Apart:

  • With a unique blend of solid technical skills and real-world AI applications, I love pushing boundaries and solving complex, high-impact challenges 🌍. I bring creativity, energy, and joy to everything I do!

Let's Connect!

I’m always up for a collaboration! Got a question or want to discuss the next big thing in AI? Drop me a message! πŸ“© Here’s to creating, exploring, and enjoying every moment! πŸš€


Pinned

  1. Transformers_Pytorch Transformers_Pytorch Public

    Welcome to the Transformer from Scratch repo! πŸš€ Explore sequence-to-sequence learning, from input embeddings to attention mechanisms. πŸ€– Train, test, and visualize with ease. πŸ“šπŸ’‘

    Jupyter Notebook

  2. MDP_Optimal_Grid_Sim MDP_Optimal_Grid_Sim Public

    Explore the Gridworld Simulation πŸŒπŸš€! An agent navigates a 5x5 grid to maximize rewards, using the Value Iteration algorithm πŸ”„. Visualizations πŸ“Š show optimal paths and value convergence. Dive into d…

    Python

  3. 10_Arm_Testbed 10_Arm_Testbed Public

    Explore the 10-Arm Testbed Simulation! 🎲 Utilize Python to test various Ξ΅-greedy strategies in a reinforcement learning environment. Visualize and compare agents' performance as they balance explor…

    Python

  4. Windy_GridWorld_Sim Windy_GridWorld_Sim Public

    πŸŒπŸ’¨ Explore the Windy Gridworld! An agent navigates a 10x7 grid facing wind challenges using Q-learning, SARSA, and Expected SARSA to find optimal paths. Visualize learning stability and compare alg…

    Python