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Nikhiltogadiya/README.md
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I build multi-agent AI systems, fine-tune LLMs with grammar constraints, and ship production-ready ML pipelines to bridge the gap between research and real-world robotics.

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๐Ÿš€ Featured Projects

ย  Project What it does
๐Ÿญ Text2CAD Multi-agent pipeline converting natural language into manufacturable 3D CAD models
๐Ÿš™ Autonomous Driving Projects Deep RL, sensor fusion & adaptive cruise control mini-projects
๐Ÿค– approbation-ai AI-powered multi-agent system for document approval workflows
๐ŸŽฎ ROS 2 Grid Sokoban Camera-based ROS 2 robot navigating and solving a Sokoban grid puzzle
๐Ÿ”ค Seq2Seq + Bahdanau Attention Sequence-to-sequence model with Bahdanau attention and beam search decoding
๐Ÿง  LSTM from First Principles LSTM built entirely from scratch. no frameworks, just math
๐Ÿ’ Grizzlys Ticketing Forecast ML-based ticket sales forecasting for a professional ice hockey team

๐Ÿ“Š GitHub Stats

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If any of this is useful to you, a star would be appreciated!

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  1. Autonomous-Driving-Projects Autonomous-Driving-Projects Public

    Jupyter Notebook

  2. approbation-ai approbation-ai Public

    Python

  3. ros2_humble_grid_sokoban ros2_humble_grid_sokoban Public

    TurtleBot3 navigation in ROS2 Humble: Features camera-based lane centering, grid traversal (BFS), and an A* Sokoban puzzle solver.

    Python

  4. seq2seq-bahdanau-attention-beam-search seq2seq-bahdanau-attention-beam-search Public

    Jupyter Notebook

  5. lstm-from-first-principles lstm-from-first-principles Public

    Jupyter Notebook

  6. Text2CAD Text2CAD Public

    Python