Side Quests
A small set of side quests that I undertake to quench my curiosity thirst ;)
A local GraphRAG based engine that indexes EPUB/PDF corpora as semantic passages within a knowledge graph, retrieves auditable canon for grounded story continuations, answering narrative questions, and exploring counterfactual scenarios.
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A sophisticated multi-agent multi-modal system based on AAAI research paper AgroAskAI: A Multi-Agentic AI Framework for ... for agricultural queries combining weather analysis, climate history, and farming solutions.
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A ROS package that combines OctoMaps into Hector Quadrotor Drone URDF for efficient octree-based probabilistic mapping of unknown environments. Produces gazebo-visualizable representations from point cloud data in drone's LIDAR ROS topic.
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Implementation of the IIM Ahmedabad paper ML approach to solve E-commerce Box-Sizing... Part of IIT BHU's Gold Medal Winning Presentation at the Blue Yonder Supply Chain Event, Inter IIT Tech Meet 10.0 2022.
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A chatbot that utilizes In Context Few Shot Learning to transfer "style" to the LLM response. StyleLLM, which uses more than 5 LLMs to answer queries in 10+ styles, came third in IBM Research Lab OnSpot Hackathon
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A small ML pipeline that takes C source code to produce LLM-generated labels and structured semantic outputs at the function level, including embeddings, clustering, and retrieval for code QA and analysis.
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