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AI Leader
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Assessing your cultural and operational fit
Kamal is an AI/ML leader with 10+ years of experience in driving large-scale measurement, experimentation, LLM and causal inference systems that shape business and product decisions. Kamal's work centers on building reliable frameworks for understanding model and user behavior — translating complex data into interpretable, actionable insights. Kamal has led teams that built experimentation platforms, LLM-based systems, and pricing optimization models generating hundreds of millions in annual impact.
University of Manitoba
Doctor of Philosophy (PhD), Communications Systems
January 1, 2011 – January 1, 2015
Sharif University of Technology
MSc, Electrical Engineering, Communications systems
January 1, 2008 – January 1, 2010
Expedia Group
Senior Manager - AI & ML
January 1, 2025 – Present
BCG X
Lead Data Scientist | Project Leader
January 1, 2020 – December 1, 2024
Wawanesa Insurance
Senior Data Scientist
January 1, 2018 – January 1, 2020
Sightline Innovation Inc
Senior Machine Learning Engineer
November 1, 2016 – January 1, 2018
Winnipeg, Canada Area
Cultural Fit Analysis
The candidate's experience spans various industries (travel, consulting, insurance, tech innovation) and roles from Senior ML Engineer to Senior Manager - AI & ML. While the experience is heavily skewed towards AI/ML and leadership, the target role is 'Data Analyst'. This represents a significant mismatch. The candidate's background is more aligned with a senior Data Scientist or ML Engineer leadership role rather than a pure Data Analyst position, which typically focuses more on reporting, dashboarding, and ad-hoc analysis rather than leading AI/ML initiatives. The breadth of skills is strong in AI/ML, but not necessarily in the core competencies often expected of a Data Analyst.
Soft Skills & Operational Fit
The candidate's resume highlights leadership, communication, and problem-solving skills. Experience in managing high-performing teams and influencing product roadmaps suggests strong operational fit for senior roles. The focus on ethical AI and cross-functional accountability indicates a mature approach to project delivery.