I look forward to great advances in Artificial Intelligence.
Enabling Machine Learning in Corporate Training
Company Name: NDA
Dates Employed: Sep 2017 – Present
Employment Duration: 10 mos
Location: Montreal, Canada Area
Artificial Intelligence Tutorials Series Upwork
Company Name: Upwork
Dates Employed: Jun 2017 – Sep 2017
Employment Duration: 4 mos
I've built a serie of Artificial Intelligence tutorials for an educator. Each were displayed using Jupyter-Notebooks (interactive Python-HTML framework) and walked the readers from the very basis of AI to good-knowledge of theory and implementation using libraries such as TensorFlow and Keras.
Using Machine Learning to rewrite Legacy Software Proof of Concept Large Manufacturer
Company Name: Large Manufacturer
Dates Employed: Jan 2017 – Mar 2017
Employment Duration: 3 mos
Location: Montreal
I lead a proof of concept exploring how to leverage machine learning to rewrite a legacy in-house engineering software for a large manufacturer. To tackle the specific challenges of the client, we designed a LSTM neural network architecture. The POC proved the machine learning model had a good learning rate even with limited data. These results lead the client to prioritize machine learning as the architecture to replace its legacy application for a fraction of initially planned costs and delays. Technologies used: Keras, TensorFlow, Python, multi-GPU enabled AWS EC2 servers.
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