Machine Learning Engineering Internship (Computer Vision)
Maadi, Al Qāhirah, Egypt
Synapse Analytics
Synapse Analytics is one of the leading AI Credit Decisioning companies in the region, helping financial institutions fully automate their customer underwriting process, making it instantaneous and incredibly accurate.Analyzing various ML algorithms that could be used to solve a given problem and ranking them by their success probability.
Exploring and visualizing data and identifying differences in data distribution that could affect performance in live deployment.
Data quality validation and cleaning.
Finding available datasets online that could be used for training
Defining validation strategies
Defining the preprocessing or feature engineering to be done on a given dataset
Defining data augmentation pipelines
Training models and tuning their hyperparameters
Analyzing the errors of the model and designing strategies to overcome them
Requirements
Bachelor’s degree (or pursuing one) in Computer Science, Computer Engineering or equivalent experience.
Excellent knowledge in Python, SQL
Experience and knowledge with web scraping
Experience working with machine learning frameworks such as PyTorch, Tensorflow, scikit-learn
Solid understanding of Object-Oriented Programming (OOP)
Expertise in visualizing and manipulating big datasets
Familiarity with Git
Excellent communication and documentation skills
Tags: Computer Science Computer Vision Data quality Engineering Feature engineering Git Machine Learning OOP Pipelines Python PyTorch Scikit-learn SQL TensorFlow
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