Osama User
@osamauser5
I build production ML pipelines, AI platforms, and LLM tooling on AWS.
CanadaWhat I'm looking for
At Sanofi, I built a production SageMaker Pipeline that connects to Snowflake through AWS Secrets Manager to train and deploy models across DEV, UAT, and PROD. I also led migration of an internal AI-agent review platform from Kubernetes to ECS Fargate, ALB, and Route 53, while re-architecting its FastAPI backend and React/TypeScript UI.
I've also enhanced a GPT-4o chatbot at Simavai with autonomous simulations, graph interaction, multilingual prompting, and voice activation. My work spans Python, TypeScript, cloud-native ML infrastructure, CI/CD, and end-to-end testing, including an AI-powered learning interface that uses Flask, React, Selenium, and PyTorch.
Experience
Work history, roles, and key accomplishments
Took end-to-end ownership of an E2E testing framework using Playwright and TypeScript, and drove cloud migration assessments for AWS SageMaker. Automated CI/CD with Bash and GitHub Actions, and built production SageMaker pipelines with Snowflake integration.
Education
Degrees, certifications, and relevant coursework
McMaster University
Master of Engineering, Systems and Technology
2024 -
Grade: 4.0
Pursuing a Master of Engineering in Systems and Technology with a perfect GPA of 4.0.
University of Sharjah
Bachelor of Science, Computer Science
2020 - 2024
Grade: 3.51
Earned a Bachelor of Science in Computer Science with a GPA of 3.51.
Availability
Location
CanadaAuthorized to work in
Salary expectations
Job categories
Skills
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