Sagnik Ganguly

About Sagnik Ganguly

Sagnik is an AI, Generative AI, and Data Science professional with ~7 years of experience…

Experience

1. Senior Ai Consultant Ii

   EY

   Jun 2024 — Present · Kolkata, IN

   Contributing to the design and implementation of state-of-the-art AI solutions. Assisting in the development and implementation of AI models and systems, leveraging techniques such as Language Models (LLMs) and generative AI. Collaborating with stakeholders to identify business opportunities and define AI project goals. Staying updated with the latest advancements in generative AI techniques, such as LLMs, and evaluating their potential applications in solving enterprise challenges. Utilizing generative AI techniques, such as LLMs, to develop innovative solutions for enterprise industry use cases. Integrating with relevant APIs and libraries, such as Azure Open AI GPT models and Hugging Face Transformers, to leverage pre-trained models and enhance generative AI capabilities. Implementing and optimizing end-to-end pipelines for generative AI projects, ensuring seamless data processing and model deployment. Utilizing vector databases, such as Redis, and NoSQL databases to efficiently handle large-scale generative AI datasets and outputs. Implementing similarity search algorithms and techniques to enable efficient and accurate retrieval of relevant information from generative AI outputs. Collaborating with domain experts, stakeholders, and clients to understand specific business requirements and tailoring generative AI solutions accordingly. Conducting research and evaluation of advanced AI techniques, including transfer learning, domain adaptation, and model compression, to enhance performance and efficiency. Establishing evaluation metrics and methodologies to assess the quality, coherence, and relevance of generative AI outputs for enterprise industry use cases. Ensuring compliance with data privacy, security, and ethical considerations in AI applications. Leveraging data engineering skills to curate, clean, and preprocess large-scale datasets for generative AI applications.

Education

• Maulana Abul Kalam Azad University of Technology, West Bengal formerly WBUT

  B. Tech, Electronics and Communication Engineering

  2015 — 2019

• Central Board of Secondary Education

  Higher Secondary, Pure Science

  2015

• DAV Public School

  Secondary

  2013