Domain Driven Design, Design Patterns, UML, Distributed Architectures, Reactive Programming.
Software Engineer / Data Scientist / NLP Expert
- Montreal QC
- (514) 621-3921
- [email protected]
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.
- 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:
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
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
- RESTful APIs design
- Software factory
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
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.
Major in Mathematics and Minor in Computer Science
First year school project prize. http://www.groupes.polymtl.ca/inf1995/prixMalouf/