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, GPA: 3.93, Master of Science (MS), Data Analytics, GPA: 3.93 at George Mason University
Github Skills (7)
amazon-bedrock10
generative-ai10
langchain10
jupyter-notebook9
notebook9
jupyter8
jupyterlab7
Programming languages (3)
Github contributions (5)
isingh09/amazon-bedrock-samples
Jun 2024 - Mar 2025
This repository contains examples for customers to get started using the Amazon Bedrock Service. This contains examples for all available foundational models
Contributions:68 pushes, 4 branches in 9 months
isingh3/School-Projects
Mar 2017 - Dec 2017
Contributions:26 pushes, 1 branch in 8 months
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