Mathieu Lemay – Medium

Mathieu Lemay

How to Improve Tax Credit Filings with LLMs

Our Process for Optimizing and Streamlining Canadian Research Tax Credits

13 min readDec 4, 2023

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How to Improve Tax Credit Filings with LLMs

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Mathieu Lemay
in
Towards Data Science

A (Philosophical) Perspective on Skills Gaps in AI

What separates junior machine learning practitioners from senior solution architects in a fast-moving industry?

8 min readSep 29, 2023

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A (Philosophical) Perspective on Skills Gaps in AI

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Mathieu Lemay
in
Towards Data Science

The Case Against Enterprise LLMs

A sober perspective as to why boring is best, even for AI

6 min readApr 29, 2023

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The Case Against Enterprise LLMs

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Mathieu Lemay
in
Towards Data Science

How We Won Our First Government AI Project

The Story of Delivering Canada’s Precursor Engagement to the Canadian AI Supplier List

14 min readApr 14, 2023

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How We Won Our First Government AI Project

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Mathieu Lemay
in
Towards Data Science

Interpreting the Business Considerations of MLOps

An assessment of the real-world constraints of cloud migrations

7 min readOct 3, 2022

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Interpreting the Business Considerations of MLOps

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Mathieu Lemay

MLOps on Red Hat with Terraform, Ansible, and Podman

Enabling Machine Learning Infrastructure on Enterprise Servers

8 min readJun 19, 2022

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MLOps on Red Hat with Terraform, Ansible, and Podman

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Mathieu Lemay
in
Towards Data Science

PyTorch vs. TensorFlow for Transformer-Based NLP Applications

Deployment Considerations Should Be the Priority When Using BERT-Based Models

8 min readJun 7, 2022

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PyTorch vs. TensorFlow for Transformer-Based NLP Applications

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Mathieu Lemay
in
Towards Data Science

MLOps for Batch Processing: Running Airflow on GPUs

A simple workaround for Apache Airflow limitations

6 min readFeb 17, 2022

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MLOps for Batch Processing: Running Airflow on GPUs

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Mathieu Lemay
in
Towards Data Science

Dataset Biases: Institutionalized Discrimination or Adequate Transparency?

A Review of the Efforts Performed by the US Mortgage Disclosure Act

9 min readSep 2, 2021

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Dataset Biases: Institutionalized Discrimination or Adequate Transparency?

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Mathieu Lemay
in
Towards Data Science

How Does Artificial Intelligence Create Value?

A More Philosophical View of the Technology’s Impact

7 min readSep 1, 2021

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How Does Artificial Intelligence Create Value?

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Mathieu Lemay

Mathieu Lemay

Matt Lemay, P.Eng (matt@lemay.ai) is the co-founder of lemay.ai, an international enterprise AI consultancy, and of AuditMap.ai, an internal audit platform.

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