Juan Mancilla Caceresinaiincube-engineeringLearning with Small Data: Part 2This is the second post in a series focused on learning with small data, or in other words, on how to deal with the Cold Start Problem…Feb 6, 2021Feb 6, 2021
Juan Mancilla Caceresinaiincube-engineeringLearning with Small Data: Part 1In this series of posts, I want to address one topic which I believe is not covered as much as it should: what to do when the amount of…Dec 1, 2020Dec 1, 2020
Juan Mancilla Caceresinaiincube-engineeringCorrecting GPS Locations of Cars using Particle FiltersIn this post, I will attempt to explain Particle Filters (PF) and their application in correcting GPS measurements. In my experience, most…Jul 9, 2020Jul 9, 2020
Juan Mancilla CaceresinParknav BlogHow COVID-19 Affects Parking CongestionToday, according to recent news reports, 75% of Americans and 33% of the globe is either in quarantine, self-isolation or another form of…Apr 2, 2020Apr 2, 2020
Juan Mancilla CaceresParking in the Times of CoronavirusToday, according to recent news reports, 50% of Americans and 33% of the globe is in quarantine, self-isolation, or another form of…Mar 31, 2020Mar 31, 2020
Juan Mancilla Caceresinaiincube-engineeringMetrics for Evaluating Parking PredictionsOne of the most important decisions in any Machine Learning or Data Science project is the choice of metric to optimize. In this article…Feb 19, 2020Feb 19, 2020