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Start for FreeDebdarsan Niyogi
Head of Generative Ai Solutions under Global Innovation Hub @Aircom A Teoco Company
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WORK HISTORY
Head of Generative Ai Solutions under Global Innovation Hub @Aircom A Teoco Company
US
Developed a GenAI solution for Q&A over private documents using novel RAG. This enables retrieval of images, scientific equations, tables using text2text LLMs. Current research includes fine-tuning local LLMs, combining Vector DB with Graph DB to augment retrieval more accurately.
EDUCATION
Indian Institute of Science
ME
University of Calcutta
Bachelor of Technology (B.Tech.)
Hare School
Higher Secondary
University of Calcutta
Bachelor of Science (B.Sc.)
Indian Institute of Science
Doctor of Philosophy (PhD)
SKILLS
ABOUT DEBDARSAN NIYOGI
Leading AIRCOM International\'s Generative AI Solutions, my focus is on leveraging AI and machine learning, particularly GenAI. My tenure at IISc as a Senior Researcher honed my expertise in AI techniques applied to Climate Science.My present work integrates Generative AI using fusion of Vector DB with Graph DB, to further augment the conventional Retrieval Augmented Generation (RAG). An innovative solution has been developed where non-textual data (like images) could be processed by using Vector DB as well as Large Language Model (LLM), to show them in RAG applications, even though the LLM is a text2text generation.
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