Master of Engineering Sciences in Electrical Engineering student at Universidad de Chile, passionate about bridging academia and industry. My interests are in leveraging cutting-edge scientific and technological advances to drive improvements across industry and society.My expertise spans Information Theory, Artificial Intelligence, Data Science, Robotics, Prognostics and Health Management, and Signal Processing.Currently, I am performing research that connects information measures with model drift detection and diagnosis, focusing on early system failure identification. Moving forward, I aim to lead R&D initiatives and technological transformation projects, blending academic and entrepreneurial efforts to create positive and lasting impacts.
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Ingeniero De InvestigaciónAlgesChile -
Research AssistantAlges Jun 2024 - PresentGran Santiago, Región Metropolitana De Santiago, ChileResearch 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.
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Ai Master'S Thesis StudentAc3E De La Usm Mar 2023 - PresentRegión De Valparaíso, ChileResearching 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. -
Graduate Student Researcher At Information And Decision Systems GroupUniversidad De Chile Mar 2023 - PresentRegión Metropolitana De Santiago, ChileResearch 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 currently under review in various journals and conferences. My work has led to the development of five additional projects, where I provide supervision, advice, and collaboration. These efforts have been reflected in both undergraduate and graduate theses, as well as their own articles. -
Teaching AssistantUniversidad De Chile Mar 2019 - Dec 2023Región Metropolitana De Santiago, ChileTeaching 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 activities, among others. The courses in which I have been part of the teaching team include:- Information Theory: Foundations and Applications- Probability and Random Processes- Signals and Systems I- Advanced Calculus- Single Variable Calculus- Experimental Methods
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Undergraduate Student Researcher At Information And Decision Systems GroupUniversidad De Chile Apr 2021 - Feb 2023Santiago, Región Metropolitana, ChileThis 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.
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Undergraduate Student Researcher At Robotics LaboratoryUniversidad De Chile Jun 2021 - Jul 2022Santiago, Región Metropolitana De Santiago, ChileResearch 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.
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Research And Development AssistantAdvanced Mining Technology Center Aug 2022 - Jan 2023Santiago, ChileI 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. -
Robotics InternZippedi Inc. Jan 2022 - Feb 2022Part 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 components using ROS and Gazebo under open-source standards. This project enabled Zippedi to reduce costs associated with testing new algorithms by eliminating the need to test with real robots and allowing for accelerated and parallel tests, something that is not feasible with physical hardware. -
Computer Vision Development And Operations InternDual Vision Jan 2021 - Feb 2021Start-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 successfully piloted for two Dual Vision clients. -
Team Member Of Uchile HomebreakersUniversidad De Chile Sep 2018 - Feb 2021Santiago, ChileStudent 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.
Camilo Ramírez Canales Skills
Camilo Ramírez Canales Education Details
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Master Of Engineering Sciences In Electrical Engineering
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Electrical Engineering
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6.6 / 7.0
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Liceo Bicentenario Valentín Letelier Madariaga7.0 / 7.0
Frequently Asked Questions about Camilo Ramírez Canales
What company does Camilo Ramírez Canales work for?
Camilo Ramírez Canales works for Alges
What is Camilo Ramírez Canales's role at the current company?
Camilo Ramírez Canales's current role is Ingeniero de investigación.
What schools did Camilo Ramírez Canales attend?
Camilo Ramírez Canales attended Universidad De Chile, Universidad De Chile, Universidad De Chile, Liceo Bicentenario Valentín Letelier Madariaga.
What skills is Camilo Ramírez Canales known for?
Camilo Ramírez Canales has skills like Robot Operating System, Pandas, R, Git, Arduino, Linux, Markdown, Clases De Refuerzo Escolar, C, Windows, Reinforcement Learning, Matlab.
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