Mathieu Beliveau Email & Phone Number

Montreal, Quebec, Canada

Quebec, Canada

Develop, maintain and monitor Coveo's micro-services for building and serving customer-centric machine learning models, ensuring low-latency response time and high-availability for loads averaging around 1000+ queries per second and 3000+ model builds per day.Major Design and Development Projects- Designed and implemented a scalable, secure and responsive streaming architecture for generative-AI content; thereby helping Coveo to position itself as one of the first companies to… Show more Develop, maintain and monitor Coveo's micro-services for building and serving customer-centric machine learning models, ensuring low-latency response time and high-availability for loads averaging around 1000+ queries per second and 3000+ model builds per day.Major Design and Development Projects- Designed and implemented a scalable, secure and responsive streaming architecture for generative-AI content; thereby helping Coveo to position itself as one of the first companies to offer enterprise-grade search powered by generative AI- Refactored Coveo's machine-learning hosting system, reducing to mere minutes the previously 4.5 hours long model registration/hosting process- Designed and implemented an archival system for non-queried models, leading to ~30% savings in hosting costs- Designed and implemented a live A/B testing framework for new machine-learning models, allowing ML teams to perform non-obtrusive analysis and optimizations based on real-time data- Refactored and optimized the team's integration test suite, leading ~50% test-time reduction and increased stability- Designed and implemented a Kubernetes-based, next-generation model build infrastructure, allowing ML teams to transition from a legacy Scala environment to an open-ended, docker-based one- Consolidated various data-sources into a global, active-active database, allowing for greater resilience to regional failures Independent projects/initiatives- Develop a suite of scripts for easing the release of the machine-learning hosting infrastructure, drastically reducing the related risks and time spent performing releases- Develop a Git-Hub action for unit testing Prometheus monitoring rules, allowing company-wide verification of service monitoring rules- Develop a Bluetooth proximity detection tool for automating Linux session-locking, improving in-office security Show less

Quebec, Canada

For 6+ years, lead architect and developer for a Computer Integrated Manufacturing (CIM) software solution covering product definition, production planning and execution, process traceability, extensive quality control, machine to machine communication, etc.The software is now approximating 3 million lines of code and is being used at 5 different sites with a 150+ user base, interfacing with multiple ERP and CAD/CAM systems. Through the years, the application has allowed APN to sustain… Show more For 6+ years, lead architect and developer for a Computer Integrated Manufacturing (CIM) software solution covering product definition, production planning and execution, process traceability, extensive quality control, machine to machine communication, etc.The software is now approximating 3 million lines of code and is being used at 5 different sites with a 150+ user base, interfacing with multiple ERP and CAD/CAM systems. Through the years, the application has allowed APN to sustain a ~30% annual growth and position itself as one of the leading figures of industry 4.0 in Canada.Awards- Prix Innovation | Transformation Numérique 4.0 (2019)- Octas 2019 (finalist)- First Business Certified Vitrine 4.0 in QuebecMajor Design and Development Projects- Designed and implemented various parts of an automated tool position compensation system- Designed and implemented a tool data management system allowing complex tool definition, enforcing tool change and maintenance tasks- Interfaced with a shop-wide automated storage system (Hanel System)- Implemented a bidirectional machine communication architecture supporting various protocols: OPC UA, MT-Connect, Fanuc/Focas, etc.- Designed and implemented a shop wide CMM cell automation- Designed and implemented a fine-grained job scheduling system allowing for optimal machine utilization and just-in-time material use- Implemented an extensive quality control system, covering documentation, inspection tool definition and tracking, etc.- Designed an implemented various automated measurement importers for CMMs, optical comparators, etc.Peripheral Activities:- Organized and maintained the software development environment (JIRA, Confluence, Git repositories, Release process, etc.)- Interviewed and trained additional programmers- Collaborated in numerous research projects with ULaval and ETS Montreal Show less