Mathieu LemayHow to Improve Tax Credit Filings with LLMsOur Process for Optimizing and Streamlining Canadian Research Tax CreditsDec 4, 2023Dec 4, 2023
Mathieu LemayinTowards Data ScienceA (Philosophical) Perspective on Skills Gaps in AIWhat separates junior machine learning practitioners from senior solution architects in a fast-moving industry?Sep 29, 20231Sep 29, 20231
Mathieu LemayinTowards Data ScienceThe Case Against Enterprise LLMsA sober perspective as to why boring is best, even for AIApr 29, 2023Apr 29, 2023
Mathieu LemayinTowards Data ScienceHow We Won Our First Government AI ProjectThe Story of Delivering Canada’s Precursor Engagement to the Canadian AI Supplier ListApr 14, 2023Apr 14, 2023
Mathieu LemayinTowards Data ScienceInterpreting the Business Considerations of MLOpsAn assessment of the real-world constraints of cloud migrationsOct 3, 2022Oct 3, 2022
Mathieu LemayMLOps on Red Hat with Terraform, Ansible, and PodmanEnabling Machine Learning Infrastructure on Enterprise ServersJun 19, 20221Jun 19, 20221
Mathieu LemayinTowards Data SciencePyTorch vs. TensorFlow for Transformer-Based NLP ApplicationsDeployment Considerations Should Be the Priority When Using BERT-Based ModelsJun 7, 20221Jun 7, 20221
Mathieu LemayinTowards Data ScienceMLOps for Batch Processing: Running Airflow on GPUsA simple workaround for Apache Airflow limitationsFeb 17, 20221Feb 17, 20221
Mathieu LemayinTowards Data ScienceDataset Biases: Institutionalized Discrimination or Adequate Transparency?A Review of the Efforts Performed by the US Mortgage Disclosure ActSep 2, 2021Sep 2, 2021
Mathieu LemayinTowards Data ScienceHow Does Artificial Intelligence Create Value?A More Philosophical View of the Technology’s ImpactSep 1, 20211Sep 1, 20211