About Me
I love working with theories, numbers, computers and related applications and tools. I am a bilingual (English and French) with excellent ability to analyze, work as a team and or by myself in a diverse environment. I am passionate about Artificia...
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Data & Analytics
Web Development
Development Tools
Software Engineering
Programming Language
Software Testing
Others
Portfolio Projects
Company
Character Level Language Modeling
Description
· Stored text data for processing
· Synthesized data, by sampling predictions at each time step and passing it to the next RNN-Cell Unit
- Built a character-level text generation recurrent neural network
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PythonTools
GitCompany
Planar Data Classification
Description
· Implemented a 2-class classification neural network with a single hidden layer
· Used units with a non-linear activation function, such as tanh
· Computed the cross-entropy loss
· Implemented forward and backward propagatio
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PythonTools
GitCompany
Logistic Regression with a Neural Network
Description
· Built the general architecture of an Artificial Neural Networks algorithm.
- Initialized parameters
- Calculated the cost function and its gradient
Used an optimization algorithm (gradient descent)
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PythonTools
GitCompany
Image Classifier Using Pytorch
Description
· Trained an ANN such as a Convolutional Neural Network(CNN) to recongnize 105 different flower species
- Load and preprocess the image dataset
- Train the image classifier on your dataset
Use the trained classifier to predict image content
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PythonTools
GitCompany
Customer Segments
Description
· Equipped the distributor with insight into how to best structure their delivery service to meet the needs of each customer
· Displayed a description of the dataset, visualized the amount of each product purchased for each sample with the dataset mean, predict the cluster for each transformed sample data point.
Distributor can use this system to predict which type of delivery system is best for a given customer
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GitCompany
Train a Smart Cab to Drive
Description
· Self-driving agent to learn to drive on the city roads while obeying traffic rules, avoiding accidents, and reaching passengers’ destinations in the allotted time.
· Coded the agent module to explore its environment through reward system in a table that the Smart cab could use to successfully move around the city
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PythonTools
Git