About Me

Turning complex data into confident decisions

An AI/ML lead with years of applied development experience across modeling, large-scale data pipelines, and MLOps, paired with deep expertise in AI risk management for AI solutions. I'm driven by solving real-world challenges, and I apply rigorous data processing, benchmarking, testing, and documentation practices to ensure models are performant, and reliable, enabling confident business decisions and strong governance outcomes. I partner closely with product, engineering, and risk/compliance stakeholders to align roadmaps, define acceptance criteria, and deliver production-ready, audit-ready solutions, while incorporating best practices that improve delivery speed and measurable outcomes on large-scale data.

Professional Experience

Building production-grade AI systems

TD Bank, Toronto, Canada

Senior Machine Learning Scientist

(May 2024 - Present)

Data Scientist II

(Feb 2022 - May 2024)

York University, Toronto, Canada

Academic Tutor

(Jun 2024 - Dec 2025)

York University, Toronto, Canada

Machine Learning Researcher

(Sep 2019 - Nov 2021)

Education

Academic foundations in Computer Engineering

York University, Canada

M.Sc. Computer Engineering

Sharif (Aryamehr) University of Technology, Iran

B.Sc. Computer Engineering

Certifications

Industry-recognized credentials

Project Management Institute, US

Project Management Professional (PMP)

Global Association of Risk Professionals (GARP), US

Risk & AI (RAI)

Skills

Expertise across the full AI/ML stack

Leadership

Agile Stakeholder Management Risk Management Road-mapping Resource Planning Delivery Management Cross-functional Compliance KPI Coaching Executive Communication

Technical Skills

Data Analysis Data Visualization Machine Learning Deep Learning NLP Data Preprocessing ETL Transformers Generative AI LLM RAG Agentic AI

Frameworks & Tools

PyTorch TensorFlow Keras Scikit-learn XGBoost SQL SHAP PySpark LangChain LangGraph LlamaIndex Unsloth Ollama MCP Hugging Face Anthropic Claude OpenAI Bedrock Tableau Power BI Hadoop Git Streamlit SaaS Docker Kubernetes AWS GCP Azure Databricks

Selected Personal Projects

Hands-on Technical Projects Beyond the Day Job

Grand Print — a photo tiled across a grid of printed sheets to form a large poster

Featured Project

Grand Print — print large posters across multiple pages

Grand Print (https://grandprint.app) is a 100% free web app I designed and built that turns a single image into a tiled multi-page poster in PDF format or as a set of JPG images, so an small home printer can produce a wall-sized poster. The entire pipeline runs client-side in the browser: the image is decoded, previewed, sliced, and exported on the device, and there is no upload endpoint to send it anywhere. It reads JPEG, PNG, PDF, WebP, TIFF and HEIC/HEIF.