RAMESH UNDRALLA
Bangalore
Summary
AI & Generative AI Architect with 14+ years of experience architecting and delivering enterprise-scale AI platforms for Supply Chain, Demand Planning, Supply Planning, and Warehouse Management systems. Proven track record at Blue Yonder driving AI-led growth and long-term digital strategy using GenAI, Agentic AI, ML, and MLOps. Expert in designing LLM-powered decision intelligence platforms that improve forecast accuracy, inventory optimization, fulfillment efficiency, and operational resilience. Strong leader with hands-on expertise across Azure, GCP, AWS, Kubernetes, and Terraform.
Overview
15
15
years of professional experience
1
1
Certification
Work History
Solution Architect – Platform Architect
Mattel Inc.
Hyderabad
11.2025 - Current
- Enterprise AI/ML Platform Architect driving strategic transformation initiatives across Supply Chain, Demand Planning, Marketing & Promotions, Toy Manufacturing, and Digital Commerce.
- Architected an enterprise-wide AI/ML and GenAI platform adopted across multiple business units and global regions
- Designed scalable GenAI and LLM platforms to support demand forecasting, inventory optimization, retail planning, and product innovation
- Enabled AI-driven demand forecasting solutions contributing to measurable improvement in forecast accuracy and planning confidence
- Built a reusable AI/ML platform framework accelerating model development, experimentation, and reuse across teams
- Reduced time-to-model deployment by standardizing MLOps pipelines, CI/CD automation, and cloud-native infrastructure
- Partnered with supply chain, marketing, manufacturing, and digital commerce leaders to translate business strategy into AI solutions
- Established governance, security, and Responsible AI practices to ensure enterprise compliance and scalability
Technical Architect – GenAI & Supply Chain AI
Blue Yonder (JDA)
Bangalore
10.2020 - Current
- Architect and technical lead for enterprise AI and GenAI initiatives across Demand Planning, Supply Planning, and Warehouse Management solutions. Partner with product leadership to define long-term AI strategy aligned with supply chain transformation goals.
- Led AI architecture for demand forecasting platforms using ML, deep learning, and probabilistic models
- Designed GenAI-powered planner copilots leveraging LLMs and RAG to explain forecasts and recommendations
- Built AI-driven supply planning solutions optimizing inventory, replenishment, and network planning
- Implemented ML models for warehouse labor optimization, slotting, and throughput forecasting
- Owned end-to-end MLOps/LLMOps pipelines on Azure ML, AKS, and CI/CD platforms
- Mentored cross-functional teams of data scientists, ML engineers, and platform engineers
- Collaborated with global customers to deliver scalable, production-grade AI solutions
- Ensured Responsible AI, data governance, security, and compliance across supply chain platforms
Senior Data Scientist
UST Global
Bangalore
01.2019 - 10.2020
- Delivered enterprise ML and NLP solutions across healthcare and retail domains, focusing on scalable deployment and cloud-native architectures.
Earlier Roles
01.2011 - 12.2019
- Delivered AI, analytics, and cloud transformation programs across telecom, manufacturing, healthcare, and oil & gas sectors.
- Capgemini
- HCL
- CGI
- IBM
Education
Master of Computer Applications (MCA) -
VIT University
Skills
Supply chain AI: Demand forecasting, supply planning, inventory optimization
Agentic AI: LangGraph, LangChain, AutoGen, CrewAI
Large language models: GPT-4, PaLM2, LLaMA, BERT, Hugging Face, RAG
Machine learning and deep learning: TensorFlow, PyTorch, Keras, XGBoost, CatBoost
Vector databases: FAISS, ChromaDB
Cloud platforms: Azure (Synapse, Azure ML, AKS), GCP, AWS
MLOps and LLMOps: MLflow, Kubeflow, Airflow
DevOps tools: Docker, Kubernetes, Jenkins, GitLab, Terraform
Data management and messaging: PostgreSQL, MongoDB, Cassandra, Kafka, RabbitMQ
Monitoring tools: Prometheus, Grafana, ELK Stack
APIs: RESTful services and GraphQL
Certification
- Generative AI Architectures
- Supply Chain AI
- Azure AI & ML
- Responsible AI
Locations
- Hyderabad, Telangana
- Bangalore, Karnataka
Timeline
Solution Architect – Platform Architect
Mattel Inc.
11.2025 - Current
Technical Architect – GenAI & Supply Chain AI
Blue Yonder (JDA)
10.2020 - Current
Senior Data Scientist
UST Global
01.2019 - 10.2020
Earlier Roles
01.2011 - 12.2019
Master of Computer Applications (MCA) -
VIT University