Girish Kumar
Lead GenAI Engineer
Chennai
Summary
GenAI Developer and Full Stack Lead Engineer with 3+ years of experience delivering AI-powered enterprise applications across Finance, HR, Legal, Sales, and Support domains. Specialized in LLM integration, Retrieval-Augmented Generation (RAG), prompt orchestration, and document intelligence using Azure and AWS cloud ecosystems. Proven ability to lead end-to-end solution development — from requirement analysis and system design to scalable deployment — while collaborating closely with cross-functional teams across product, engineering, and business units.
Overview
3
3
years of professional experience
Work History
GenAI + Full Stack Lead Developer
Hexaware Technologies
06.2022 - Current
LQC – Loan Quality Check System
- Built a GenAI-based extraction pipeline using Unstructured.io for processing financial documents.
- Designed parallel rule execution using AWS Lambda + SQS to validate 1000+ documents per batch.
- Developed React-based dashboard for real-time validation status, rule analysis, and report downloads.
AI Talent Quest
- Engineered prompt orchestration logic with master and follow-up prompts using Azure OpenAI.
- Integrated media checks, face detection, resume parsing, and scoring logic.
- Built complete UI using React JSX, Tailwind CSS, Context API, and Framer Motion.
SalesCentral
- Created intelligent prompt flows for classifying queries into 9 business verticals.
- Integrated Azure AI Search, vector embeddings, and SharePoint-based daily sync via Azure Function App.
- Developed frontend to support domain-based chat interface.
Multimodal Chat
- Built prompt logic to generate step-by-step troubleshooting instructions with embedded images.
- Integrated SharePoint-based document updates and built the complete frontend interface.
Copilot Studio – HR Assistant Bot
- Developed SharePoint-linked citation logic using Azure OpenAI and prompt-based responses.
- Connected Power Automate flows with M365, ServiceNow, Outlook, and Teams.
- Delivered the product independently end-to-end with SSO authentication.
Legal Copilot
- Created prompts for clause validation (Termination, Non-Solicitation, Mutuality, etc.).
- Developed UI for redlining feedback and downloadable clause-compliant output.
Cross-functional Contribution
- Collaborated closely with product owners, business analysts, QA teams, and stakeholders to gather requirements, design GenAI workflows, define acceptance criteria, and ensure successful delivery of AI solutions across teams.
Education
B.Tech - Computer Science Engineering
SVS College of Engineering
Skills
GenAI & LLM SystemsPrompt Engineering, RAG (Retrieval-Augmented Generation), Multi-agent architectures, LLM-based classification, Context-aware QA systems, Azure OpenAI
Frontend DevelopmentReact JSX, Tailwind CSS, Context API, Framer Motion, Responsive UI/UX Design
Backend & Cloud ArchitectureFastAPI, Azure Functions, AWS Lambda, S3, SQS, EC2, RDS, Azure CosmosDB, Azure AI Search, REST API design, Event-driven systems
Document Intelligence & ParsingUnstructuredio, PDF parsing, Document segmentation, Metadata extraction, SharePoint-based ingestion pipelines
Automation & IntegrationsPower Automate, AI Builder, Microsoft Graph API, Microsoft Teams, M365, Outlook, ServiceNow integrations
Security & IdentityAzure SSO, Token-based auth, OTP-based login flows, Role-based access control (RBAC)
Accomplishments
- Awarded the Pinnacle Award (Best Employee of the Quarter) multiple times for exceptional performance in GenAI project delivery
- Winner of multiple organization-level hackathons for AI-based solution development
Timeline
GenAI + Full Stack Lead Developer
Hexaware Technologies
06.2022 - Current
B.Tech - Computer Science Engineering
SVS College of Engineering