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Manish Pandey

@manish_genai

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Research Engineer (DS/AI), Data Scientist, Graph ML, 3DComputerVision, LLMs, Generative AI

India

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Research Engineer Stealth #GraphML, #GeometricDL, #3DComputerVision, #DiffusionModels, #Generative AI, #Computer Vision, #MachineLearning, #ReinforcementLeraning, #LLM, #MultiModal Fusion #Data Science #Data Analyst

Experience

Work history, roles, and key accomplishments

Current

Data Scientist

Current

KPMG

May 2023 - Present (3 years 1 month)

Developed LLM with 1M token context using Linear Attention. Created Parallel Graph Attention NN for multi-type Knowledge Graph Embeddings, enhancing medical imaging analysis. Optimized Distributed GPU Training, reducing time by 30% and improving inference by 25%. Advised on Mixed-Agent Framework with RAG, integrating Autonomous Agents and personalized AI assistants.

Research Assistant

IIT ROPAR

May 2022 - Sep 2022 (4 months)

Developed a deep learning system for contactless palmprint verification using advanced ROI extraction and segmentation techniques. Achieved 98% accuracy across multiple networks (U-NET, ResNet, etc.) on 1300+ images. Implemented alignment methods and fine-tuned CompNet for feature extraction and matching. Deployed production-ready solution for robust palmprint recognition.

Python Deep Learning Deep Learning Frameworks (Pytorch Machine Learning Machine Learning Algorithms Medical Terminology Image Processing