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Summary

I am a passionate professional and a fast learner. I am a Software Engineer with a specialization in analytics. My main interests are Data Science, Optimization, and how AI will transform people's lives.

Work experience

Jan 2016Apr 2018

Business Analytics Masters Student / NLP Researcher

Memoire with Gilles Caporossi at HEC Montreal, in collaboration with GSOFT Inc.

Top interests:
- Dynamic Programming / Reinforcement Learning
- Deep Learning (followed Aaron Courville UdeM course)
- Decision Making
- Operations Research

I wrote my Masters memoire on extracting topics/trends automatically from thousands of employee feedbacks collected by GSOFT, using machine learning and NLP.
I favored classical methods such as TF-IDF clustering or LDA.
I also developed a new way to weight words when you have access to auxiliary data, and I built an analytics tool allowing spacial t-SNE navigation.
Contact me if you want a copy of my memoire.

Tools used for my research:
- python
- sklearn
- pandas
- spacy
- nltk
- react/d3

Jan 2015Dec 2015

Software/Data Engineer

OMSignal (Montreal)

OMSignal is a smart textile startup building a complete technology including  sensors, biometric data pipeline, data analytics and AI for its users. 

- BigData platform with CQRS architecture (Scala, Akka, Kafka)
- Microservices (Docker)

- Rule-based adaptive fitness-training algorithm
- Integration of predictive algorithms on HR
- Reactive Programming
- Managing an Open SDK

Jul 2012Nov 2014

Software Engineer & Front-end Technical Lead

Viseo Technologies (FRANCE, Grenoble)

I designed and built a web portal for Schneider Electric hosted on a cloud platform, used to for energy audit, analytics and reporting. I also managed a team of web developers and helped build a software factory automating tests and code integration. 

- Microsoft Azure Cloud
- Data Visualisation using Javascript
- RESTful APIs design
- Software factory

Jul 2012Jan 2013

R&D Developer

Viseo Technologies (France)

Worked for Viseo R&D lab to evaluate new technologies such as automatic recognition of geographic entities in documents.

LEILAS Project : http://www.viseo.com/en/offre/leilas

Jan 2012May 2012

Developer Internship

CRIM (Montreal)

Built a Smart "eReader" for iPad and Android. It used NLP to process book content and fetched online contextualized definitions of words based on topics of the book. 

Education

Jan 2016Now

Business Analytics Masters

HEC Montréal

Memoire

Sep 2007Jun 2012

Bachelor of Engineering (B.Eng.)

University of Montréal - École Polytechnique

Software Engineering

Sep 2003Dec 2006

Mathematics Major

Ottawa University

Major in Mathematics and Minor in Computer Science

REWARDS

Sept 2008Dec 2008

Prix Philip et Lily Malouf

École polytecnique de montréal

First year school project prize. http://www.groupes.polymtl.ca/inf1995/prixMalouf/