● Managed a diverse investment portfolio, including equities, options, bonds and real estate debts.● Conducted thorough due diligence on potential investments, assessing creditworthiness, risk factors, and financial projections.● Developed and implemented risk mitigation strategies to protect portfolio value and minimize losses.● Monitored loan performance, identifying potential delinquencies or defaults and taking proactive measures to address issues.● Utilized financial… Show more ● Managed a diverse investment portfolio, including equities, options, bonds and real estate debts.● Conducted thorough due diligence on potential investments, assessing creditworthiness, risk factors, and financial projections.● Developed and implemented risk mitigation strategies to protect portfolio value and minimize losses.● Monitored loan performance, identifying potential delinquencies or defaults and taking proactive measures to address issues.● Utilized financial modeling and data analysis tools to assess investment opportunities and track portfolio trends.● Designed and implemented user-friendly front-end software that enabled access to our services for both end customers and brokers. Show less

● Set up data science studios for all quant developers.● Developed financial data ingestion pipelines for multiple teams.● Developed a market data aggregator.● Documented best practices in DevOps and AI development.● Developed augmented intelligence solutions for portfolio managers.● Developed algorithms to maximize alpha while reducing risk.Technologies: AWS all data platform and data flow tools, Azure DevOps, PostgreSQL, Python, Data sources: Bloomberg, GFS, Refinitiv,… Show more ● Set up data science studios for all quant developers.● Developed financial data ingestion pipelines for multiple teams.● Developed a market data aggregator.● Documented best practices in DevOps and AI development.● Developed augmented intelligence solutions for portfolio managers.● Developed algorithms to maximize alpha while reducing risk.Technologies: AWS all data platform and data flow tools, Azure DevOps, PostgreSQL, Python, Data sources: Bloomberg, GFS, Refinitiv, Capital IQ...Fixed Income – Algorithmic Trading – Kedro/Python● Automated and put into production data science models using the Kedro Framework.● This model made it possible to predict the credit ratings granted to companies and governments to identify economic crises and the performance of their obligations.PLEX – Data Engineering – NIFI● Set up data transformation pipelines to standardize data from market data providers in addition to adding intermediate calculations and NLP, particularly for the processing of 10K.PLEX – Data Science Studio – AWS● Set up isolated AWS subscriptions for each of the operations teams in a fully automated way using DevOps processes.● The studios enabled eight teams to access data from the Caisse data lake to deliver their data science initiatives in standardized environments in AWS Service Catalog. Show less

● Managed a team of developers dedicated to Artificial Intelligence, Big Data and Cloud Computing projects.● Managed projects in using agile framework.● Performed customer presentations to demonstrate how to create value with most of the time their unused data.● Design Big Data solution architectures for several types of use.● Developed secure hybrid on-prem cloud solutions.● Offer specialized training services in the data sector.● Developed proprietary algorithms… Show more ● Managed a team of developers dedicated to Artificial Intelligence, Big Data and Cloud Computing projects.● Managed projects in using agile framework.● Performed customer presentations to demonstrate how to create value with most of the time their unused data.● Design Big Data solution architectures for several types of use.● Developed secure hybrid on-prem cloud solutions.● Offer specialized training services in the data sector.● Developed proprietary algorithms applicable in the financial sector.● Implementation of tax-efficient solutions for customers as part of solution development including a research and development phase. Show less

● Set up the data-oriented Azure integration infrastructure and code samples (Databricks, AzureML, Data Factory, Virtual Machine)● Defined the solution and the architecture to use to create a data lake for Desjardins.● Development of the cloud environment to host the secure data lake solution.● Implemented a hybrid cloud solution of an active directory service and domain (ldaps, kerberos).● Installed and configured a Hortonworks HDP and HDF solution now Cloudera CDP adapted to… Show more ● Set up the data-oriented Azure integration infrastructure and code samples (Databricks, AzureML, Data Factory, Virtual Machine)● Defined the solution and the architecture to use to create a data lake for Desjardins.● Development of the cloud environment to host the secure data lake solution.● Implemented a hybrid cloud solution of an active directory service and domain (ldaps, kerberos).● Installed and configured a Hortonworks HDP and HDF solution now Cloudera CDP adapted to Desjardins.● Implement ten PCI and FIPS 140-2 security pillars to enable an end-to-end secure pipeline.● Developed scripts to modify the product and allow it to work in the cloud while using internal infrastructures at the same time.● Creation of models and data flows using different Hortonworks and Apache tools (Hive, Kafka, HBase, Spark, NIFI).● IBM Watson and Cloudera solutions expert.● Train Desjardins Group employees on the technologies implemented by the advanced analytical foundation (Movement Expertise Center).● Hired new team members to expand the department.● Developed new models and deployed them in the different business lines.Technologies: Hadoop, Azure, IBM Watson, PostgreSQL, Rapid7, CI/CD, Docker (OpenShift, Kubernetes) Show less

● Defined the solution and the architecture to be used to create an IT talent acquisition solution.● Set up GCP infrastructure and network security.● Design and develop a complete solution with few means.● Performed complex development tasks.● Test and market solutions extremely quickly.● Hired and integrated new employees.● Management of accounting, taxation and tax credit.Technologies: GCP, React.JS, JavaScript, Docker, Jira, Intuit ProFile

● Managed a team of developers to complete the project as quickly as possible.● Developed the data model based on the Microsoft data model.● Implemented the Azure Data Lake storage structure.● Developed data pipelines using Databricks and Data Factory.● Installed and implemented Stardog Triple Store to create semantic web graphs.● Created real-time data flow using Azure Function and Event Hub.● Refactored the code and the architecture.Technologies: Azure, Databricks,… Show more ● Managed a team of developers to complete the project as quickly as possible.● Developed the data model based on the Microsoft data model.● Implemented the Azure Data Lake storage structure.● Developed data pipelines using Databricks and Data Factory.● Installed and implemented Stardog Triple Store to create semantic web graphs.● Created real-time data flow using Azure Function and Event Hub.● Refactored the code and the architecture.Technologies: Azure, Databricks, Data Factory, ADLS, Docker, Azure Function, Event Hub, NSG, ADDS, Stardog, Jira, Elastic Search, MultiTenant Management Show less

● Acted as a consultant for the development of artificial intelligence and advanced analytical solutions for RCGT clients.● Developed data structures and models to create value for customers.● Apply machine and deep learning models and algorithms to solve business use cases.● Created development architectures to enable optimization of applications and infrastructure.● Actively participate in artificial intelligence activities in Quebec.Technologies: Python, R, Keras… Show more ● Acted as a consultant for the development of artificial intelligence and advanced analytical solutions for RCGT clients.● Developed data structures and models to create value for customers.● Apply machine and deep learning models and algorithms to solve business use cases.● Created development architectures to enable optimization of applications and infrastructure.● Actively participate in artificial intelligence activities in Quebec.Technologies: Python, R, Keras, TensorFlow, Tableau, SQL, NoSQL, CI/CD, Docker, KubernetesMy clients: CN Investment Division, ARTM (EXO), RCGT, Bureau du taxi de Montréal, Ville Saint-Augustin-de-Desmaures Show less

● Created brand new software to improve company productivity and business intelligence.● Improved a PHP MediaWiki web application in terms of GUI and user experience by programming new CMS modules for the community and using Big Data platforms.● Add multiple modules to existing programs to enable better integration with big data and lifecycle management.● Support the development teams in the design and the estimation of the added value.Technologies: C#, HTML, CSS, JavaScript… Show more ● Created brand new software to improve company productivity and business intelligence.● Improved a PHP MediaWiki web application in terms of GUI and user experience by programming new CMS modules for the community and using Big Data platforms.● Add multiple modules to existing programs to enable better integration with big data and lifecycle management.● Support the development teams in the design and the estimation of the added value.Technologies: C#, HTML, CSS, JavaScript, SQL, Power BI, Web Services, Node.JS, Azure, Elasticsearch Show less

● Performed maintenance, software installation, virus and adware removal on client computers.● Performed the management of Active Directory of customers.● Carry out repairs of defective devices on behalf of suppliers.● Handled difficult customers through exceptional customer service.● Manage priorities to optimize delivery times.Technologies: Windows, Linux, IOS, MacOs, Active Directory