Industry Experience

Aug 2026 — Present

Leading Data Services, Data Architecture, and Engineering across the company, transforming data assets into automated, predictive, and cost-efficient data products of tomorrow. Focused on creating measurable business value through trusted insights, innovation, and smarter decision-making at scale.

Oct 2023 — May 2026

Led data integration, reporting and advanced analytics & AI inside GADM — the world's largest aviation data exchange. Work recognized with the DataIQ Data & AI For Good Organization Award and Best AI in North America.

Sep 2021 — Oct 2023

Built the Big Data & AI Platform team from scratch and shipped an Azure-based IoT telemetry platform plus a research-funded AI program. Delivered driver behaviour, vehicle weight prediction and a generative AI chatbot on a full MLOps platform.

Dec 2020 — Sep 2021

Architected CAE's enterprise Data & AI platform on Azure — unified catalog, marketplace, on-demand sandboxes and integrated DataOps/MLOps pipelines. Designed AI solutions for vaccination, training schedule prediction and logistics forecasting.

Dec 2019 — Nov 2020

Technically led the AI department of a Canadian software company with teams in Canada and France, setting AI strategy for large organizations across manufacturing, construction and automation.

Sep 2018 — Dec 2019

Technical lead of Intact's largest data science product, taking AI prototypes to production at nationwide scale. Owned a reusable data science library and contributed to NLP and document classification work; recognized with multiple Bravo awards.

Feb 2018 — Aug 2018

Led computer vision, video processing and image analysis for an interactive media and game server platform for broadcast and sports. Built real-time video upscaling, frame interpolation and artefact-removal pipelines.

Sep 2016 — Jan 2018

Research scientist at the Plant Phenotyping and Imaging Research Centre. Built a real-time multi-spectral image registration framework for drone cameras and image-based crop stress detection models.

Dec 2015 — Aug 2016

Built a distributed multi-tenancy marketing and digital data management platform. Responsible for backend API design, data visualization and large-scale data loading.

May 2014 — Nov 2015

Developed a restaurant management SaaS architecture and built cross-platform drug pickup and delivery applications still in use at US pharmacies.

Jan 2013 — May 2014

Built mobile apps for the local marketplace and led a team while training a developer community. Shipped Bangladesh's most popular ATM locator, the first official government news portal, and Beetle, a crop disease image recognition app.

Aug 2011 — Dec 2013

Led research across several AI projects including crop disease detection and driving behaviour analysis, resulting in multiple peer-reviewed publications.