
Sandip Jha
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About me
Senior Manager at Capgemini
Education

Rural Engineering College,Bhalki
-Master's Degree MCA
Great Lakes Institute of Management
2019 - 2020PGP-AIML Data Science,AI, MLStatistics Regression Analysis Classification Ensembles Learning Cluster Analysis Principal Component Analysis
Experience

Infinite Computer Solutions
Jan 2005 - Apr 2006Team MemberWas involved in testing for Corporate and Number Portability project

Qwest Telecom
Jan 2006 - Jan 2007Software EngineerWas involved in test case preparation and execution.Defect Reporting and retest.Attending client call.

Tata Consultancy Services
Dec 2007 - Mar 2017At present involved in Functional Testing for Client ME Bank(AUS), where legacy systems are being replaced by T24 (R13). Involved in Lending and Collateral module managing SIT Functional Testing from Pega to T24.Attending BRD and FSD walk-through,analysis of BRD and FSD,developing test design, Execution of Test cases, coordinating defect triage,assisting UAT team,preparation of status report,Knowledge sharing session. I was involved in testing for modules like Customer,Payments and Asset Management for Client DB PWM IT where T24 was upgraded to R11. Worked for client JPMC UK a treasury project implemented on T24. I was involved in following modules Customer,Account,Interest ,Statements and various tax reports. It was a CARDS project of JPMC, where I was leading CSD division a testing team of 10 associates. We were responsible for testing Payment system. Short and long term assist payment program to offer defaulter customer.
Test Lead
Aug 2012 - Mar 2017Team Manager
Nov 2011 - Aug 2012Team Member
Aug 2010 - Oct 2011Project Lead
Dec 2007 - Jul 2010

Capgemini
Jun 2017 - nowCurrently managing a GenAI LLM testing project for clients in the hospitality industry.Client's Smart Chatbot on GenAI LLM Model (gpt-35-turbo-0125 and gpt-4 with RAG)Your Role, Company Name - Dates of InvolvementProject Overview: Engaged in a pivotal project utilizing GenAI LLM models to develop Customer's Smart Chatbot, aimed at enhancing business operations through advanced AI-driven data handling and response capabilities.Scope:Ensured successful document uploads and implemented semantic and vector search capabilities.Validated on-demand vectorization of documents triggered by user prompts.Tested the AI Assistant's accuracy in responding to diverse business-related queries within Org.Assessed the chatbot’s adherence to non-disclosure of its operational prompts and rules under multi-prompt scenarios.Confirmed the integration and accuracy of Optical Character Recognition (OCR) for varied document types.Verified the chatbot's ability to handle multiple queries within a single input and recognize key entities accurately.Automation Approach:LLM Model API: Developed an automation framework using OpenAI’s API to test response accuracy and relevance, integrating semantic similarity assessments to ensure conversational precision.API Testing with RAG Model: Implemented a Python script to automate interaction with Microsoft Bot Framework's Direct Line API, simulating user interactions and capturing chatbot responses for performance evaluation.Enhanced the chatbot’s response capabilities by integrating Azure Cognitive Search, improving information retrieval and document reference accuracy, showcased by dynamic reporting in Excel with performance metrics and outcome visualizations.Based on Prompt Engineering & Parameters tuning different scenarios can be explored 1.Profile & General Capabilities 2.Output Format 3.few shots 4.Instructions Adherence 5.Gathering and Presenting Information 6.Contextual Understanding 7.Response Temperature and Top P 8. Index Show less
Senior Manager
Dec 2023 - nowManager
Jun 2017 - Nov 2023
Licenses & Certifications

PRINCE2® Practitioner Certificate in Project Management
AXELOS Global Best PracticeSept 2015- View certificate

Certified SAFe® 5 Agilist
Scaled Agile, Inc.Jul 2020 - View certificate

IT Security Foundations: Core Concepts
LinkedInOct 2017 - View certificate

Fundamentals of Project Planning and Management
University of Virginia Darden School of Business - View certificate

Learning Data Science: Understanding the Basics
LinkedInOct 2017 - View certificate

Python Data Structures
University of Michigan - View certificate

Post Graduate Program in AI & ML
Texas McCombs School of BusinessNov 2022 - View certificate

Getting Started with Python
University of Michigan
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