Souradeep Paul
Data Scientist@ Deloitte USI | Ex-Global Ids | Data Science Enthusiast | Prompt Engineering | GenAI | Project Management| Predictive Modelling | Machine Learning | EDA | PGDM Business Analyst | B.E Civil Engineer
- Role
- Data Scientist Analyst at Deloitte
- Location
- Kolkata, WB, IN
- LinkedIn followers
- 500 followers
About Souradeep Paul
Souradeep is a seasoned Data Science professional with over 5+ years of comprehensive…
Experience
Data Scientist Analyst
Jun 2022 — Present · Kolkata, IN
Contributed to the development of a GenAI application on a generic AI platform and a Streamlit application to read and parse various file types (e.g, xlsx, docx, ppt), thus helping in the implementation of GenAI solutions across offerings within and outside the organization, enabling businesses to utilize GenAI-powered chatbots for efficient Q&A retrieval, thereby enhancing data processing capabilities.* Developed and managed a comprehensive dashboard in a service management platform to track ticket inflow, providing real-time insights into open, closed, and resolved tickets.* Spearheaded analytics initiatives as a Workstream Manager for a leading Cruise Company, leveraging Machine Learning to boost revenue and refine their customer loyalty program.* Engineered a robust Clustering Model utilizing a ~24M customer database, facilitating segmentation and delivering analytical insights across various dimensions including Demographics, Monetary metrics, Travel Recency & Frequency.* Innovated prompts and automated scripts using GPT models to generate specialized embodiments for patent attorneys, enhancing efficiency and accuracy.* Contributed to PMO efforts, overseeing the onboarding and training of 340+ GenAI resources, encompassing prompt engineering and other essential PMO activities.* Led the creation of training datasets for LLM models, optimizing model performance and effectiveness.* Acted as a Prompt Engineer, driving prompt creation and data validation for Gen AI models, ensuring quality and relevance of data inputs.* Efficiently utilized GCP BigQuery (SQL) for data analysis on 1st and 3rd-party data for a major US retail client. Developed customer segmentation strategies using demographic and transactional data, supporting Exploratory Data Analysis (EDA) and Data Pre-Processing. This enabled the client to make data-driven decisions, boosting business growth and customer attraction.
Education
Bidhan Chandra Institution
HS, Statistical Science
University Institute of Technology, The University of Burdwan
Bachelor of Engineering, Civil Engineering
St Michaels School
ICSE, secondary education
Indian Institute of Social Welfare and Business Management
PGDM, Business Analytics
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