Sara Aliza

I have a Masters degree in Electrical and Computer Engineering, and +4 years of experience in software industry, data analytics, modeling, building end-to-end machine learning applications, productionizing at scale and Big Data technologies.

Projects

Tweet Detective

An end-to-end web application using Flask, Docker, and Elastic Beanstalk by scraping tweets and providing in-depth insights about specific businesses that could save business owners hours of tweets reading and analysing.

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MovieMe

MovieMe is an end-to-end Recommender System web application using Apache Spark, Flask, and Elastic Beanstalk using the MovieLens dataset and collaborative filtering with Spark's Alternating Least Squares implementation.

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Master's Thesis

In this project, the proposed Bayesian Machine Learning algorithm gets the input as a sequence of images (video) and estimates the 3D position of a ground vehicle robustly and in a real-time manner. This computationally efficient algorithm utilizes the Extended Kalman Filter and IMM (Interacting Multiple Model) estimators.

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Contact Me

Please don't hesitate to reach out to me. I would love to expand my network and connect with people.