Raj Ganesh Jayaraman
Senior GenAI/ML Solutions Architect, 9+ years at AWS
MS, University of Illinois at Chicago
9+
Global conference speaker
500+
Audience
6x
AWS Certified
IEEE
Access published paper
15+
Papers reviewed
Peer Review
15+ Peer Reviews
2026
Technical Program Reviewer
AI IoT Congress · ICATI
15+ papers reviewed across both conferences
Book Reviewer
Packt Publishing
Technical Reviewer
Building Data-Driven Applications with LlamaIndex
2nd Edition · Packt Publishing
Authored & co-authored
Industry Publications
Peer-reviewed · IEEE Access
Causal vs. Predictive Metrics in Marketing Lift Studies
Peer-reviewed journal article in IEEE Access (2025). Co-authored with Dishant Banga.
Read on IEEE Xplore
AI Blog · 2025
Autonomous mortgage processing with Amazon Bedrock Agents
Multi-agent solution using Bedrock Agents and Data Automation for document-heavy workflows.
Read on AWS
AI Blog · 2025
Video understanding with Bedrock Data Automation
Combining Bedrock Data Automation with open-set object detection for richer video understanding.
Read on AWS
Big Data Blog · 2023
Amazon QuickSight JavaScript SDK
Launch post for the new embedding SDK with TypeScript support.
Read on AWS
Big Data Blog · 2022
Monitor QuickSight with the CloudWatch integration
Co-authored guide to monitoring QuickSight deployments via Amazon CloudWatch.
Read on AWS
Big Data Blog · 2022
Federate QuickSight accounts with PingOne
Co-authored walkthrough of SSO federation and fine-grained access for QuickSight.
Read on AWS
Big Data Blog · 2022
QuickSight federation with IAM Identity Center & Azure AD
Automatic user provisioning between AWS IAM Identity Center and Microsoft Azure AD.
Read on AWS
Big Data Blog
Embed multi-tenant analytics with Amazon QuickSight
Patterns for embedding secure, multi-tenant analytics directly into applications.
Read on AWS
Speaking & Conferences
Solutions Library & open source
Guidance & Code
Advanced Multimodal Chatbot with Speech-to-Speech
Unified chat over video, audio, and documents with real-time speech-to-speech.
View guidance
Multimodal Training Assistant
Sample GenAI assistant for multimodal training content.
View repo
Strands Visual Builder
Visual builder sample for agents built with the Strands Agents SDK.
View repo
AG-UI CopilotKit Integration
UX demo integrating the AG-UI protocol with CopilotKit for agentic frontends.
View repo
FloTorch · Guardrails feature
Contributed the guardrails feature to the FloTorch open-source project.
View repo
Understanding Your Data Lineage on QuickSight
Automated data lineage tracing, reducing analysis from weeks to minutes.
View guidance
Accelerating Analytics on AWS
Well-Architected guidance for accelerating analytics workflows across enterprise environments.
View guidance
Fine-grained access control for Athena & S3
Scope-down policies and run-as-role patterns for limiting Athena and S3 access in QuickSight.
Read article
Courses & video
Teaching & Talks on Demand
AWS Skill Builder
QuickSight Advanced BI Authoring · Part 1
Public AWS Training & Certification course on advanced BI authoring.
Take the course
AWS Skill Builder
QuickSight Advanced BI Authoring · Part 2
Continuation of the advanced BI authoring course series.
Take the course
AWS Innovate 2022
Unlock insights with QuickSight embedded analytics
Recorded conference session on embedding analytics in applications.
Watch session
YouTube · Workshop
Anonymous Embedding with Amazon QuickSight
Virtual developer workshop walkthrough.
Watch video
YouTube · Workshop
Working with QuickSight APIs
Virtual admin workshop on the QuickSight APIs.
Watch video
YouTube · Tutorial
Connect QuickSight to a private database
Connecting across a different AWS region or account.
Watch video
YouTube · Tutorial
Extract data set details to create new data sets
Programmatic data set management walkthrough.
Watch video
Background
About
Senior GenAI/ML Solutions Architect at AWS with 9+ years of experience. I have led large-scale digital transformations across education, government, and enterprise sectors. My technical contributions include autonomous mortgage processing with Bedrock Agents, multimedia RAG systems, and data lineage automation, several published as AWS solutions guidance. I hold 6 AWS certifications including Solutions Architect Professional, Machine Learning, and Data Analytics specialties.