As a Data Scientist with over 2 years of experience, I've had the opportunity to dive deep into the world of Natural Language Processing (NLP) and Large Language Models (LLMs). At Potloc, our team leveraged my expertise in large language models to automate translations, data quality checks and topic modelling. In my free time, I organize Data Science meetups, go climbing, and enjoy the occasional game of Mario Kart.Let's connect! I'd love to chat about your projects, share resources and insights, swap stories, or discuss opportunities for you to speak at one of the meetups I help organize.
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Data ScientistIntactMontreal, Qc, Ca
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Machine Learning EngineerPotloc Jul 2023 - PresentMontreal, Quebec, Canada- Automated questionnaire translation, reducing time from 3 days to under 2 hours, increasing data collection efficiency by 20% with projected annual savings of $500,000.- Implemented AI-driven data quality checks for open-ended survey responses via API with over 95% accuracy, which reduced manual validation effort by 90%.Technologies: Docker, Streamlit, HuggingFace, Pytorch, Scikit-learn, Github Actions, Terraform, OpenAI, Transformers, AWS Sagemaker, AWS Bedrock, Elastic, BetterStack -
Junior Data ScientistPotloc Jul 2022 - Jul 2023Montreal, Quebec, Canada- Created a model for ad-hoc survey respondent segmentation, deployed as a Streamlit app, reducing segmentation time from a week to 4 hours.- Implemented a text classification model via API, cutting analysis time by 75% and achieving an 87% accuracy rate.Technologies: Docker, Streamlit, HuggingFace, Pytorch, Scikit-learn, Transformers
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Business Intelligence AnalystPotloc Mar 2022 - Jul 2022Montreal, Quebec, Canada- Automated internal reporting with scripting and API integration, reducing data processing time by 95% and saving 10 hours weekly.- Built dashboards using Looker Studio for real-time, data-driven management insights.- Conducted ad-hoc analyses for strategic decision-making.
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Co OrganizerMontreal Data Community Sep 2023 - PresentMontreal, Quebec, Canada -
OrganizerMlops Community Aug 2023 - PresentMontreal, Quebec, CanadaI'm a key organizer at the Montreal MLOps Community Meetup, where I:- Secure unique venues for our events.- Identify and invite speakers.- Handle event logistics and promotions. -
OrganizerPydata Montréal Aug 2023 - PresentI'm a key organizer at the PyData Montreal Meetup, where I:- Secure unique venues for our events.- Identify and invite speakers.- Handle event logistics and promotions.
Jean Philippe Petit-Frère Skills
Jean Philippe Petit-Frère Education Details
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Diploma In Data Science -
Biochemistry -
Applied Science
Frequently Asked Questions about Jean Philippe Petit-Frère
What company does Jean Philippe Petit-Frère work for?
Jean Philippe Petit-Frère works for Intact
What is Jean Philippe Petit-Frère's role at the current company?
Jean Philippe Petit-Frère's current role is Data Scientist.
What schools did Jean Philippe Petit-Frère attend?
Jean Philippe Petit-Frère attended Concordia University, Mcgill University, College Ahuntsic.
What skills is Jean Philippe Petit-Frère known for?
Jean Philippe Petit-Frère has skills like Leadership, Pandas, Scikit Learn, Data Science, Google Data Studio, Predictive Modeling, Data Analysis, Tensorflow, Negotiation, Tableau, Hadoop, Nosql.
Who are Jean Philippe Petit-Frère's colleagues?
Jean Philippe Petit-Frère's colleagues are Malick Diallo, Tara Johnson, Ashley Vogelsang, Fcip, Crm, Vania Azevedo, Jeremy Graham, Bashir (Bash) Heidary, Pierre Besch.
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