Jairo Alejandro Gómez Email and Phone Number
I am a Machine Learning Engineer with industry experience in both Natural Language Processing (NLP) and Computer Vision (CV). I am an avid learner, responsible, proactive, and goal-oriented. My aim is to create systems that add value to organizations through engineering principles, data science, machine learning, computer vision, and natural language processing.I currently lead key NLP and MLOps projects at Titan Intake Inc., focusing on enhancing the patient intake process within specialty clinics across the United States. Previously, I was an Assistant Professor at ICESI University, where I served as Director of the Master's Program in Data Science. I helped create the Center for Data Science (now Center for Data Science and AI) to provide on-demand training, applied research, and consultancy services to public and private organizations in Colombia.Before that, I worked at EAFIT University as a postdoctoral researcher on the PEAK Urban project, applying machine learning models to satellite images and GIS data to assess urban environments in developing cities. This research helped planners and public utility companies like EPM predict urban growth, aqueduct, and sewage demands in Medellín, Colombia.Over the years, I have applied data science, machine learning (including deep learning), natural language processing, computer vision, and digital signal and image processing as a lecturer, supervisor, researcher, developer, and consultant. I have worked on several projects utilizing machine learning and computer vision capabilities on edge devices such as GPU-enabled embedded platforms and smartphones. These projects successfully scaled, benefiting from fast data ingestion, storage, and visualization services in the cloud, enhancing performance and accessibility.Some of the projects I have led include extracting data from unstructured text in health applications; estimating city-wide per-capita income from real estate data; detecting nutrient deficiencies in oil palms from live images using convolutional neural networks; evaluating and geolocating urban noise in multiple frequency bands in real-time; identifying suspicious motion in images for surveillance; and automating walking-people counting in shopping centers to help retailers evaluate the impact of sales strategies.Overall, I am interested in applying machine learning, natural language processing, computer vision, and data science to industries, smart cities, agriculture, and autonomous systems. My ongoing journey in these fields aims to foster innovation and create impactful solutions.
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Software DeveloperTitan Intake Nov 2022 - PresentOklahoma, Estados Unidos -
Assistant ProfessorUniversidad Icesi Oct 2020 - Jul 2022Cali, Valle Del Cauca, ColombiaI worked in the Communication and Information Technology Department within the Engineering and Design Faculty as Director of the Master in Data Science and Director of the Center of Data Science. I also taught courses in Artificial Intelligence I (classic machine learning) and Artificial Intelligence II (deep learning). -
Senior ResearcherUniversidad Eafit May 2018 - Oct 2020Medellín, Antioquia, ColombiaI worked with Dr. Juan Carlos Duque in the Research group in Spatial Economics (RiSE) at Universidad EAFIT (Colombia) as part of the PEAK Urban project, a 4-year, international, multidisciplinary GCRF program involving Oxford researchers from Anthropology (COMPAS), the Mathematical Institute, Geography (Transport Studies Unit) and Medicine (George Institute), along with universities in China (Peking University), South Africa (University of Cape Town), and India (Indian Institute for Human… Show more I worked with Dr. Juan Carlos Duque in the Research group in Spatial Economics (RiSE) at Universidad EAFIT (Colombia) as part of the PEAK Urban project, a 4-year, international, multidisciplinary GCRF program involving Oxford researchers from Anthropology (COMPAS), the Mathematical Institute, Geography (Transport Studies Unit) and Medicine (George Institute), along with universities in China (Peking University), South Africa (University of Cape Town), and India (Indian Institute for Human Settlements). Show less -
Postdoctoral ResearcherPontificia Universidad Javeriana Cali Apr 2016 - Feb 2018Cali, Valle Del Cauca, Colombia.I was part of the Western node of the Center of Excellence and Adoption on the Internet of Things (CEA-IoT). I led a research team to develop two demonstrators: 1) Monitoring and Geolocation of Noise in Urban Environments Using the Internet of Things, and 2) An application for Identification of Nutrient Deficiencies in Oil Palm Using the Internet of Things. Developed proposals for companies and research institutes in areas such as Fintech, Smart Illumination, Automatic Inspection of Crops, and… Show more I was part of the Western node of the Center of Excellence and Adoption on the Internet of Things (CEA-IoT). I led a research team to develop two demonstrators: 1) Monitoring and Geolocation of Noise in Urban Environments Using the Internet of Things, and 2) An application for Identification of Nutrient Deficiencies in Oil Palm Using the Internet of Things. Developed proposals for companies and research institutes in areas such as Fintech, Smart Illumination, Automatic Inspection of Crops, and Decision Support Systems for Agriculture, among others. Show less -
LecturerUniversidad Autonoma De Occidente - Cali, Colombia Jan 2016 - Jun 2016Cali, Valle Del Cauca, Colombia.I taught two courses within the Engineering Faculty: Signals and Systems, and Digital Image Processing. -
Lecturer And ResearcherUniversidad De San Buenaventura Cali Jan 2012 - Jun 2015Cali, ColombiaI led the following courses in the Multimedia Engineering program: digital video and image processing (8th semester), pattern recognition (6th semester), grade project (9th semester), introduction to engineering (1st semester), and physical computing (7th semester). -
Mechatronics Instructor.Sena Aug 2011 - Dec 2011Cali, Colombia.I taught Introduction to C and C++ programming languages, and led two research projects: 1) motion capture and 3D reconstruction for video games using the Kinect sensor, and 2) diesel engine monitoring for predictive maintenance using IR cameras, ultrasonic and vibration sensors. -
Casual Academic StaffUniversity Of Sydney Jul 2008 - Oct 2009Sydney, AustraliaConducted labs and tutorials of Digital Systems in Mechatronics 1 (MTRX1702). -
Research EngineerUniversidad Del Valle May 2006 - Jan 2007Cali, ColombiaWorked in the research project “Prototype system for the integral evaluation of pavements using a mobile robot (Robopav )”. This project was held by the Research Group in Perception and Intelligent Systems (PSI) from Universidad del Valle under the sponsorship of Colciencias. -
ContractorUniversidad Del Valle Nov 2005 - Apr 2006Designed, built and installed two smart sensors for measuring the level of water in a process plant using capacitive methods. Also delivered acquisition software with graphical interface to monitor the level. User and operation manuals were provided as well as in-situ training. -
Mechatronics InstructorSena Feb 2006 - Jan 2007Cali, Colombia.I taught calculus, metrology, circuit theory, electronic circuits and electronic design to mechatronics students.
Jairo Alejandro Gómez Skills
Jairo Alejandro Gómez Education Details
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Engineering (Robotics) -
4.6 Out Of 5.0
Frequently Asked Questions about Jairo Alejandro Gómez
What company does Jairo Alejandro Gómez work for?
Jairo Alejandro Gómez works for Titan Intake
What is Jairo Alejandro Gómez's role at the current company?
Jairo Alejandro Gómez's current role is Machine Learning Engineer and Data Scientist.
What schools did Jairo Alejandro Gómez attend?
Jairo Alejandro Gómez attended University Of Sydney, Universidad Del Valle (Co).
What are some of Jairo Alejandro Gómez's interests?
Jairo Alejandro Gómez has interest in Intelligent Systems, Robotics, Environment, Education, Science And Technology, Computer Vision, Pattern Recognition.
What skills is Jairo Alejandro Gómez known for?
Jairo Alejandro Gómez has skills like Computer Vision, Image Processing, Robotics, Mathematical Modeling, Simulations, Machine Learning, Pattern Recognition, Signal Processing, Digital Signal Processors, C++, C, Algorithms.
Not the Jairo Alejandro Gómez you were looking for?
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Jairo Alejandro Gómez Pérez
Medellín -
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Jairo Alejandro Giraldo Gomez
Colombia
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