Anuradha Kumari
Summary
Senior generative AI engineer with 15 years of experience in data engineering and over 3 years focused on generative AI and agentic AI systems. Expertise in designing and deploying production-grade AI agents and multi-agent systems, utilizing LLM-powered enterprise solutions. Proven ability to integrate intelligent automation with large-scale data platforms, leveraging modern AI frameworks and cloud-native architectures in finance and healthcare sectors.
Overview
20
20
years of professional experience
Work History
Principal Consultant
Genpact India Pvt. Ltd
03.2022 - Current
- Architected and implemented LLM-powered enterprise solutions enabling business users to query data warehouses using natural language
- Designed and deployed RAG-based AI systems integrating Snowflake and enterprise data sources for contextual insights
- Built agentic AI workflows to automate ETL monitoring, anomaly detection, and incident resolution, reducing manual effort by ~40%
- Developed AI-driven data assistants for financial data analysis, improving decision-making speed and accuracy
- Integrated vector databases and semantic search for intelligent data retrieval across large-scale datasets
- Led adoption of LangChain-based orchestration frameworks for scalable AI applications
- Enabled AI + Data Engineering convergence, transforming traditional ETL pipelines into intelligent, self-optimizing systems
- Leading architecture and design of enterprise-scale data platforms for Leading bankinging and healthcare clients
- Designed and implemented end-to-end ETL pipelines across heterogeneous systems
- Delivered high-performance data warehouse solutions, improving processing time significantly
- Built scalable pipelines integrating AWS (S3, Glue, Redshift) and Snowflake
- Led teams, handled stakeholder communication, and drove end-to-end delivery lifecycle.
Principal Consultant
Genpact India Pvt. Ltd
03.2017 - 03.2022
- Led ETL architecture and development for Exchnage regulatory reporting systems
- Designed cloud-based data pipelines using AWS & Informatica IICS,Spark
- Automated deployment and reduced operational risks via CI/CD pipelines
- Delivered cost-saving automation initiatives and performance optimizations
Lead Consultant
Genpact India Pvt. Ltd
07.2015 - 03.2017
- Designed data models and ETL pipelines for spend analytics and procurement systems
- Worked on cloud migration and integration (Ariba S2P)
- Contributed to data modeling, QA, and system optimization
ETL Specialist / ETL Lead
IBM India Pvt. Ltd
08.2007 - 03.2015
- Led ETL delivery for Financial Services, Reatil & Helathcare firms
- Improved batch processing performance from 10 days to 2 days
- Designed reusable ETL frameworks and optimized data pipelines
Associate Consultant
Tata Consultancy Services
01.2006 - 01.2007
- Developed ETL mappings and data warehouse solutions
- Worked on healthcare data systems and reporting platforms
Education
Post Graduate - cloud computing (AWS, AZURE, GCP)
Great Lakes Executive Learning
2022
MS - Electronics
TM Bhag University
Bhagalpur01-2005
Skills
Generative AI Agentic AI
- Agentic AI Systems
- Generative Ai
- LLMs
- GPT Model, MIstral, LLaMA, Ollama
- RAG
- LangChain, LangGraph
- AI-powered Data Querying
- MCP - Model context protocol
- n8n
- Prompt Engineering
- Semantic Search
- Vector Databases
- FastAPI
- Multi-Agent Architectures
- Microservices,API Integration
- Docker
- AWS
Data Engineering
- Cloud- AWS (S3, RDS, Redshift, Glue, Bedrock, ECR)
- Data warehousing -ETL -Informatica , IICS
- Spark - Spark SQL
- Snowflake, Postgres SQL Server, Oracle, Db2
- SQL/PLSQL
- Python
- Data Pipeline Architecture
- Team Leadership, Mentorship
- Multi Domain - Finance, Healthcare, Retail
Accomplishments
- Reduced manual operational effort by 40% using AI automation
- Top Performer (Top-20) consistently across multiple projects.
- Awarded with Genpact Silver Award.
- Improved ETL performance cycles by up to 80%
Websites, Portfolios and Profiles
https://www.linkedin.com/in/anuradha-kumari-agenticai/
Timeline
Principal Consultant
Genpact India Pvt. Ltd
03.2022 - Current
Principal Consultant
Genpact India Pvt. Ltd
03.2017 - 03.2022
Lead Consultant
Genpact India Pvt. Ltd
07.2015 - 03.2017
ETL Specialist / ETL Lead
IBM India Pvt. Ltd
08.2007 - 03.2015
Associate Consultant
Tata Consultancy Services
01.2006 - 01.2007
Post Graduate - cloud computing (AWS, AZURE, GCP)
Great Lakes Executive Learning
MS - Electronics
TM Bhag University