Davood Wadi

Bridging cutting-edge artificial intelligence research with strategic business applications.

About

I am an academic and technologist specializing in the intersection of artificial intelligence, machine learning, and quantitative marketing. My academic journey culminated in a Ph.D. in Marketing with a specialization in Artificial Intelligence from HEC Montréal, where my research received honors including the IVADO PhD Excellence Scholarship and a finalist position for the Best Thesis Award.

My active research agenda investigates the reliable evaluation of Large Language Models and the intersection of human behavior with financial incentives in digital commerce. Methodologically, I focus on advancing deep learning techniques, specifically around gradient descent optimization and behavioral analysis architectures. My work is published in leading academic journals and presented at premier machine learning conferences, including findings in the ACL Anthology and the Journal of Electronic Commerce Research.

Beyond research, I am dedicated to bridging technical complexity with business strategy through education and service. I designed the curriculum for the Master of Financial Technology program, equipping the next generation of leaders with rigorous AI literacy. I actively contribute to the scientific community as a peer reviewer for top tier conferences such as ICML, NeurIPS, and AISTATS, while also upholding research integrity as a member of the REB ethics board.

Education & Awards

Ph.D. in Marketing

Specialization in Artificial Intelligence

HEC Montréal 2023

  • Best 2023 Ph.D. Thesis Award Finalist
  • IVADO PhD Excellence Scholarship
  • IVADO Scientist in Residence Scholarship
  • 2019 Saskatchewan Innovation & Opportunity Scholarship

Selected Research

Conference Proceedings

A Monte-Carlo Sampling Framework For Reliable Evaluation of Large Language Models Using Behavioral Analysis

Findings of the Association for Computational Linguistics: EMNLP 2025

Wadi, D., Fredette, M. (2025)

Journal Article

The interplay of altruism and financial incentives: Maximizing online reviews through effective messaging

Journal of Electronic Commerce Research, Volume 27, Issue 2

Wadi, D., Legoux, R., Fredette, M., Sénécal, S. (2026)

Projects & Courses

Featured Course

Applications of AI in Business

A comprehensive curriculum designed to bridge the gap between technical AI implementation and strategic business value. Covering generative models, predictive analytics, and ethical deployment strategies.

View Curriculum

Service & Advisory

Ethics Board Member
Member of REB ethics board, overseeing research compliance.
Curriculum Designer
Master of Financial Technology
Reviewer Feb 2025
International Conference Machine Learning (ICML) 2025
Focus: Gradient Descent Optimization
Reviewer Nov 2024
28th International Conference on Artificial Intelligence and Statistics (AISTATS 2025)
Reviewer Jul 2024
NeurIPS 2024
Focus: Gradient Descent Optimization, LLM, Vector Symbolic Architecture
Reviewer Jul 2022
NeurIPS 2022
Focus: Gradient Descent Optimization