Camilo Ramírez Canales Email & Phone Number

Chile

Gran Santiago, Región Metropolitana De Santiago, Chile

Research and exploration of a novel methodology for concept drift detection in classification settings, along with the development of an anomaly sample detector for a hyperspectral image classifier deployed in production.

Región De Valparaíso, Chile

Researching early fault and model drift detection, complementing the research I'm conducting at the IDS Group (Information and Decision Systems Group) at Universidad de Chile. I have explored collaborations and applications of my thesis with teams at AC3E in biomedical signals and piezoelectric materials monitoring.

Región Metropolitana De Santiago, Chile

Research focused on the connections between Information Theory and Machine Learning. I am currently leading a research line centered on model drift detection using information measures, applying this research to the early detection of system failures, which is the focus of my master's thesis.I have written and co-authored several articles that are.

Región Metropolitana De Santiago, Chile

Teaching Assistant for both graduate and undergraduate courses, covering theoretical, applied, and experimental aspects. The experiences I gained in this role include teaching classes to groups ranging from 45 to 200 students, grading and correcting assessments, supervising lab work and coding projects, and designing projects, assignments, and academic.

Santiago, Región Metropolitana, Chile

This research group is focused on theoretical and applied problems related to decision-making and estimation in contexts of uncertainty. During my undergraduate studies, I explored various research problems, including battery health monitoring and the usage of information measures to asses states of consciousness in persons based on brain signals.

Santiago, Región Metropolitana De Santiago, Chile

Research focused on Mobile Robotics. I developed a simulation environment, experiment software, and a novel methodology for the multi-agent Active SLAM task using Deep Reinforcement Learning. The development was built on ROS and Gazebo.

Santiago, Chile

I developed a 3D perception system from RGB cameras by applying state-of-the-art techniques in depth estimation and point-cloud processing; this development is part of a prototype for an autonomous rock-breaking robot for the mining industry.

Part of the Forbes Top 100 Startups in Chile, Zippedi offers Robot-as-a-Service solutions for retail, optimizing processes through AI, Robotics, and Data Science.During my internship, I developed the virtualization of Zippedi's robot from scratch, as well as a generic simulation framework adaptable to stores with arbitrary floor plans. I integrated these.

Start-up focused on B2B Computer Vision solutions using AI.My work involved operating implemented solutions, including calibration, improvements, and audits, as well as developing a new solution that utilizes security cameras for person detection and the extraction of interaction analytics with their environment and with each other. This solution was.

Santiago, Chile

Student team dedicated to service robotics. I collaborated in developing and operating the robots Bender (created at U. de Chile) and Maqui (SoftBank Robotics' model Pepper). Our main goal was to participate in the international RoboCup@Home competition, which focuses on Human-Robot Interaction.

Master Of Engineering Sciences In Electrical Engineering

- Full master's scholarship from the Chilean National Agency of Research and Development

Professional Degree, Electrical Engineering

- Outstanding student of Electrical Engineering in 2021 - Outstanding student of Electrical Engineering in 2020 - Outstanding student of.

Licenciado En Ciencias De La Ingeniería, Mención Eléctrica, Engineering Science, 6.6 / 7.0

- Minor in Computing

Secondary Education, 7.0 / 7.0

- First place and best theorical score in Olimpiada Chilena de Física (Chilean Physics Olimpiad) 2016 - Bronze medalist in Campeonato de.