Ishan Singh
Sr. Generative AI Data Scientist
Seattle, Washington, United States
Summary
🤩
Rockstar🎓
Top SchoolIshan Singh is a Senior Generative AI Data Scientist based in Seattle with a decade of experience building and operationalizing AI and analytics at AWS, currently leading AI Observability and Evaluation for Amazon Bedrock’s AgentCore. He has progressed through data science and BI roles at Amazon, applying production ML, evaluation frameworks, and monitoring to GenAI agent stacks and SDKs like Strands-Agent-SDK. Comfortable across cloud data pipelines, model evaluation, and instrumentation, he bridges research-grade metrics with production telemetry to improve reliability and user-facing behavior. His early work spans large-scale ETL, analytics automation, and ML for media revenue prediction, reflecting a strong foundation in production data engineering and experimentation. Colleagues value him for turning complex evaluation needs into measurable observability systems that surface real-world model behavior.
10 years of coding experience
8 years of employment as a software developer
Master of Science (MS) Data Analytics, Master of Science (MS) Data Analytics at George Mason University
Github Skills (28)
langchain10
agentic10
amazon-bedrock10
memory-management10
authentication10
identity-management10
gateway10
generative-ai10
ai-agent9
python9
security9
machine-learning9
ai9
autonomous-agents9
agent9
Programming languages (3)
Github contributions (5)
isingh09/amazon-bedrock-samples
Jun 2024 - May 2025
This repository contains examples for customers to get started using the Amazon Bedrock Service. This contains examples for all available foundational models
Contributions:69 pushes, 4 branches in 11 months
isingh3/School-Projects
Mar 2017 - Dec 2017
Contributions:26 pushes, 1 branch in 8 months
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