Zahra Alebouye
I am an AI/ML Engineer with over 7 years of experience delivering intelligent, scalable machine learning solutions in industries such as logistics, retail, and fintech.
About
I am an AI/ML Engineer with over 7 years of experience delivering intelligent, scalable machine learning solutions in industries such as logistics, retail, and fintech. I specialize in Generative AI, Large Language Models, and Retrieval-Augmented Generation systems, leveraging technologies like Azure OpenAI, Snowflake Cortex, and LangChain. I’m passionate about building production-grade ML pipelines, automating workflows, model monitoring, and cloud-native architectures to drive operational impact.
My expertise spans deploying User-Defined Functions in Snowflake, integrating deep learning models with frameworks like PyTorch, TensorFlow, and Scikit-learn, and employing various AI and ML tools to transform data into actionable insights. I thrive in collaborative environments where I can bridge AI innovation with business needs to accelerate decision-making and efficiency.
- 5 years' experience
- Joined July 2025
Industry experience
- Transportation & Logistics
- Retail
- Financial Services
- Software & Internet
More experts in Montreal, Canada
Work experience· 6 roles
Developed and deployed a Retrieval-Augmented Generation (RAG) system using Azure OpenAI and Snowflake to generate business reports. Created machine learning models to predict carrier costs and deployed them as User-Defined Functions (UDFs) in Snowflake for scalable inference workflows. Managed CI/CD workflows using GitHub Actions and containerized services, ensuring smooth production deployment.
Developed and deployed a Retrieval-Augmented Generation (RAG) system using Azure OpenAI and Snowflake to generate business reports. Built machine learning models to predict carrier costs and deployed them on Snowflake using User-Defined Functions for scalable inference workflows. Maintained CI/CD workflows with GitHub Actions and containerized services for production environments.
Designed machine learning solutions hosted on AWS targeting customer segmentation and behavior prediction. Automated ETL workflows and developed dashboards in Tableau for sales insights. Managed large-scale customer datasets with a strong focus on performance optimization and data privacy.
Education
Certifications and awards· 5
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