Sourav Samanta

Experience

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  QUANTIPHI ANALYTICS SOLUTIONS PRIVATE LIMITED

  Aug 2020 - Jul 2024

  1. Document Classification and entity Extraction |GCPDocument classification using Auto-ML text Classification . enhance document using opencv.Used cloud function to build pipe line for various tasks.2.Document Digitization|NLP|AWSDesigned & developed AI based document digitization pipeline for document enhancement, classification & entity extraction from medical documents. devoleped postprocessing pipelineAll the solutions have been developed and deployed using aws services.3.Innovative Chatbot Solution: Designed a comprehensive LLM RAG-based chatbot pipeline, integrating data preprocessing and fine-tuning on domain-specific data.ensured chatbot scalability and robustness, significantly enhancing internal communication and productivity using aws lex service.4.Data-driven Insights and Automation: Implemented a centralized customer data platform for an insurance client, enabling streamlined data ingestion and rigorous deduplication processes. Developed propensity modeling solutions to gain valuable insights into customer behavior and preferences, driving targeted marketing and risk assessment strategies.5.Empowering Insights and Decision-Making:Empowered stakeholders with actionable insights derived from advanced data analytics. Leveraged clustering algorithms such as K-means and DBSCAN to segment customers effectively, doubling revenue streams for a pharmaceutical client. Additionally, developed interactive visualization dashboards providing intuitive insights into customer segmentation patterns, driving informed decision-making. Show less

  • Machine Learning Engineer

    Feb 2021 - Jul 2024

  • Machine Learning Engineer

    Aug 2020 - Jan 2021
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  Tata Consultancy Services

  Aug 2024 - now

  Senior Data Scientist