Sofia Chevrolat's repositories
credit_score_web_app
A credit scoring web app based on an ML model trained on relevant data.
cloud_distributed_transfer_learning
A Big Data preprocessing chain using Transfer Learning, deployed on AWS with Docker and Spark.
credit_score_data_modeling
Data analysis, preprocessing and custom ML model implementation for a credit score app.
credit_score_frontend
A front end dashboard for a credit scoring app, deployed on Heroku inside a Docker container. The backend is a REST API server using a custom ML model.
EDA_health_app
A POC app based on a simple linear regression ML model.
electrical_consumption_prediction
Implementing a custom ML regressor model to predict the energy consumption of the buildings of Seattle.
img_txt_classification
Implementing text and image ML classifiers.
ArchitecturalAndDesignPatterns
📖 Presentations I gave on various architectural and design patterns
BPMWorkoutVisualizer
A sample app for visualizing a workout on a map.
credit_score_backend
A credit score API REST server using a custom ML model documented using Swagger and deployed on HEROKU.
customer_segmentation
Using clustering methods and dimensionality reduction techniques to perform a POC segmentation.
market_analysis
Data analysis applied to marketing.
MyBeatMaker
Tutorial App for my Introduction to iOS Programming