Christian Saravia

• Construct segmentation models for satellite imagery. • Construct pipelines for processing big data across internal models • Mentor engineers on our tech stack as well as teach them necessary algorithms.

Working on detecting humans for Toyota Factory’s alert system • Research on transformers and its applications, specially to video summarization task • Developed a deep learning model for people fall detection on RGB images, as well as deployment on iOS devices • Developed a deep learning model for detecting hands position and estimate its heatmap • Lead a team to produce a driving assistance system • Developed the company’s internal shared repository for projects on Git • Produced several internal lectures and reports based on the latet’s papers on the Arxiv • Produced onboarding material and interviewed future engineers