eCommerce is the fastest growing line of business built on top of the Coveo platform. We have maintained upward of 50%+ revenues growth YoY. Coveo eCommerce powers personalization of the whole product discovery on your website with proprietary AI and search technologies for each individual shopper. We also empower merchandisers to easily mix their business objectives on top of automated revenue optimization, using simple UI that focuses on transparency to interpret results and a-b test any fine tuning. On top of the product management day to day, I've had the chance to work on special projects : the successful acquisition of a UK-based personalization engine business (Qubit), and explore integrations with a new strategic partner.

(Sold to CAP Immobilier)SquareFeet.ai provides the real estate community with a platform to automate and optimize the unit pricing of residential projects, ensuring developers obtain the maximum amount of revenue given current market pricing.● Lead multidisciplinary team of developers (Frontend, Backend, BI, MachineLearning, Data Science) and consultants● Define product roadmap and features requirements● Build data acquisition pipelines (python, airflow, sql, docker, web scraping, s3) andmaintain daily updates up to 4M rows of data● Develop MVP app back end (python, Flask, REST API, Heroku, postgres)● Design API integration with Salesforce CRM● Supervise data science team to develop ML and deep learning models to predicthome values with 95% accuracy● Iterate feature engineering using pictures embedding, text embedding, variableencoding● manage Github Project tasks and agile bi-weekly workflow

Bien Aller eCommerce store provides stylish and reusable face masks that are more sustainable than the traditional medical masks. We gave more than 100 000$ in donation to charities across Canada in 2020. We grew business from zero to 4M$ in revenues in 12 months.

Contributing to the development of the new systematic equity investment team :● Designing the recommendation signals, backtest module and portfolio optimization services.● Implementing advanced analytics for portfolio attribution and risk monitoring.● Market analysisData and technology tasks :● Develop the technology architecture for research and investment processes ● Review technology needs with IT infrastructure teams (CICD, Cloud, processing, data access, storage)● Evaluate the implementation of advanced quantitative methods (ML/AI) in the investment process● Evaluate the needs for data with internal providers and vendors (IHS, IBES, compustat, etc.)● Evaluate third party solutions (open source libraries, Clarifi etc.)

Total Portfolio, Operations - Public Markets ● Develop data visualization solutions for investment strategies and portfolio management (Tableau)● Code bottom-up solution for historical VaR aggregation, what if (python) ● Help optimize the calibration of risk neutral strategies : cross assets, volatility, currencies, etc.● Help coordinate multi disciplinary product deliveries● Develop database storage schema and ETL for daily processes (SQL server)● Translate to code and automate Excel processes ● Agile work environment

● Coding fundamental factor models (python / R)● Test advanced methods of optimization (ML, SVM, random forest)● Data management● Intern supervision