Kevin Forest
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ABOUT ME
Full stack machine learning engineer
Full stack machine learning engineer
I make computer clever.
I consider myself full stack because I'm able to derive insight and demonstrate a gain in the lab, then deploy and operationalize in production using best software engineering practice and finally monitor and improve the model once in production.
Atlantic Time (Canada) (-03:00)
Joined October 2017
EXPERTISE
4 years experience
I've implemented multiple projects from data exploration to operationalization in Python. Projects ranging from NLP/NLU to standard regre...
I've implemented multiple projects from data exploration to operationalization in Python. Projects ranging from NLP/NLU to standard regression problem as long as classic web services backend
6 years experience
I've done multiple exploratory and data visualization projects. I've also implement many scripts for hyperparameters tuning, batch proces...
I've done multiple exploratory and data visualization projects. I've also implement many scripts for hyperparameters tuning, batch processing and packages.
1 year experience
I've worked on SOAP XML and Rest JSON services. Most of my experience is working with Spring
I've worked on SOAP XML and Rest JSON services. Most of my experience is working with Spring
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EMPLOYMENTS
Technical Lead - Machine learning engineering
Intact Financial Corp
2017-04-01-Present
Develop a Machine Learning deployment platform. Operationalize a chatbot backed by multiple deep learning models. Act as the technical le...
Develop a Machine Learning deployment platform. Operationalize a chatbot backed by multiple deep learning models. Act as the technical lead of a team of machine learning engineer and data scientist ranging from intern to PhD.
Python
Java
Flask
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Python
Java
Flask
Oracle
Machine Learning
Deep Learning
TensorFlow
Keras
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Machine Learning Specialist
Intact Financial Corp
2016-05-01-2017-04-01
R&D in machine learning, namely natural langage understanding, image recognition and object localization using diverse supervised learnin...
R&D in machine learning, namely natural langage understanding, image recognition and object localization using diverse supervised learning and unsupervised learning like deep learning (CNN & LSTM)
Python
R
Machine Learning
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Python
R
Machine Learning
Computer Vision
Deep Learning
TensorFlow
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PROJECTS
Daycare messaging plateform
2017
A messaging app for daycare. Still ongoing.
A messaging app for daycare. Still ongoing.
Python
Node.js
Flask
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Python
Node.js
Flask
PostgreSQL
Heroku
SQLAlchemy
React
React Native
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Facebook insight extraction
2015
Extract insight from Facebook posts. Find what the the best moment to post on the page. Predict the number of like of a post.
Extract insight from Facebook posts. Find what the the best moment to post on the page. Predict the number of like of a post.
R
Machine Learning
OCR
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R
Machine Learning
OCR
Text Processing
Supervised Learning
Unsupervised Learning
Unsupervised document clustering
Facebook API
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