Work Integrated Learning Participant (Project Validation)
Amii · Edmonton, Canada · Oct 2024 – Jan 2025
- Devised ML-driven predictive safety strategies in collaboration with Amii’s industry team.
- Researched and recommended time-series forecasting models and evaluation metrics for hazard prediction.
- Advised on ML workflows, from data preparation to model validation, to fit organizational processes.
- Presented ML strategies to non-technical stakeholders, aligning recommendations with company objectives.
Machine Learning Engineer
Behin Sanaat Arsha Company · Isfahan, Iran · Nov 2022 – Aug 2023
- Advised on ML-driven methods for diagnosing power transformer faults via time-series forecasting.
- Designed and implemented end-to-end ML pipelines (preprocessing, training, validation, deployment).
- Developed and fine-tuned models including decision trees, LSTMs, Transformers, and ensemble methods.
- Integrated ML solutions into existing systems and achieved business-ready performance.
Software Engineering Intern
Behin Sanaat Arsha Company · Isfahan, Iran · Jun 2020 – Oct 2020
- Developed a responsive e-commerce platform using Laravel (PHP).
- Designed and optimized relational database schemas to ensure data integrity and performance.
- Implemented RESTful APIs with authentication and payment workflows.
- Led unit testing, QA processes, and production deployment.
