Harshad Deshmukh

Experience

• 

  JW CONSULTANTS LLP

  Mar 2018 - Oct 2021

  Design Engineer
• 

  Miyamoto International

  Nov 2021 - Jan 2023

  Project Engineer
• 

  Sportz Interactive

  Aug 2023 - now

  Senior Associate : Artificial Intelligence

  Free Text Search (Generative AI)🔹Designed the search functionality to match player names as per video descriptions &commentary, allowing users to retrieve relevant video clips through video IDs linked to each description.🔹Conducted data manipulation on structured datasets, researched embeddings and vector databases as per task requirement, presenting findings and recommendations to stakeholders.🔹Utilized vector databases to store embeddings, enabling efficient search and retrieval.🔹Implemented Retrieval-Augmented Generation (RAG) to enhance search results accuracy and relevance. 🔹Employed advanced retrieval techniques, including self-query retriever, to refine user input handling and improve query interpretation.Real-Time Automatic Highlight Generation (RTAHG) using Deep Learning Techniques.🔹Created a object oriented pipeline for RTAHG from cricket TV feed & serving it to Sports Broadcasting.🔹Creating the individual components inside pipeline for proper efficiency.🔹Created Debug automation for components to ensure quick on the fly changes on cloud.🔹Ensuring code follows standard coding standards as per PEP8 standards.🔹Working closely on deployments on the AWS EC2 and integrating ML Operations parallelly on Cloud.🔹Current Deployment was/is used in IPL2024, ICC T20 World Cup, Asia Cup, 2023. Show less