Machine Learning Engineer
CurrentI am developing a solution to improve user experience using generative AI through a WhatsApp chatbot.
Sep 2024 - Present
Who is David Luna Naranjo? Overview
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David Luna Naranjo is listed as Machine Learning Engineer at Creai, based in Medellín, Antioquia, Colombia. AeroLeads shows a matched LinkedIn profile for David Luna Naranjo.
David Luna Naranjo previously worked as Adjunct Professor at Universidad De Antioquia and Data Scientist Researcher at Universidad De Antioquia. David Luna Naranjo holds Ph.D., Electronic And Computer Engineering. from Universidad De Antioquía.
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Creai
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About David Luna Naranjo
I am a Machine Learning Engineer at Creai, where I design and implement AI solutions, focusing on machine learning models and systems that solve complex challenges and enhance efficiency across various industries. My passion lies in leveraging the potential of software development and machine learning to drive innovation and help companies remain competitive in an ever-evolving technological landscape.As a PhD candidate in Computer Science, I have strong research skills that enable me to explore and develop advanced technologies. I have the ability to translate complex concepts into practical applications that make a real impact.
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8 roles
David Luna Naranjo work experience
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Adjunct Professor
University professor dedicated to training students in data analysis and machine learning for their comprehensive and scientific development.Courses:● Differential Equations (Undergraduate).● Informatics (Undergraduate).
May 2022 - Dec 2024
Data Scientist Researcher
Participated in an acoustic monitoring project using machine learning and signal processing on audio data.Contributions:● Improved audio signal quality through signal processing and Machine Learning.● Designed automated ETL pipelines for managing massive data and extracting features.● Developed pipelines for analyzing audio signals.● Produced technical documents to communicate key results.
Mar 2021 - Oct 2023
Data Scientist
I was part of the analytics team, developing innovative solutions with data and creating products for the Contact Center.Contributions:● Developed models to attempt to reduce employee turnover in the company.● Developed chatbots using generative artificial intelligence (Customer services, Sales).● Deployed machine learning models with continuous integration.
Jan 2024 - Sep 2024
Adjunct Professor
University professor dedicated to educating students in software development and machine learning, with the goal of promoting their well-rounded scientific advancement.Courses:● Applied Machine Learning ( Graduate ).● Principles of Software Development ( Undergraduate ).
Jan 2023 - Jun 2024
Data Scientist
I contributed to an initiative aimed at reducing SARS-CoV-2 cases transmission in Manizales-Colombia using machine learning. Contributions:● Designed an ETL pipeline that integrated multiple sources.● Performed feature extraction to predict SARS-CoV-2 cases.● Developed prediction models focused on accuracy and scalability.● Designed tracking mobile app algorithms for automatic alerts
Nov 2020 - Feb 2021
Machine Learning Researcher
I collaborated on data-driven solution projects focused on time series and imaging in neuroscience.Contributions:● Published 3 articles on signal processing and applied machine learning in EEG.● Developed automated pipelines for feature extraction and selection, achieving a 13% improvement in EEG classification.● Implemented automatic modules for EDA and data visualization
Jun 2018 - Mar 2020
Data Scientist
We developed an application to analyze user interactions on Facebook and augmented reality applications for neuroscience.Contributions:● Designed an efficient ETL module for data from Facebook APIs.● Developed machine learning models to detect Facebook interaction patterns.● Deployed the model for consumption and monitoring via API.● Developed an augmented reality module to visualize brain connections.● Designed object segmentation modules in video
Mar 2017 - Jan 2018
3 education records
David Luna Naranjo education
Ph.D., Electronic And Computer Engineering.
Master Of Engineering (Meng), Machine Learning Engineering
Bachelor'S Degree, Electronics Engineering
FAQ
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What company does David Luna Naranjo work for?
David Luna Naranjo works for Creai.
What is David Luna Naranjo's role at Creai?
David Luna Naranjo is listed as Machine Learning Engineer at Creai.
Where is David Luna Naranjo based?
David Luna Naranjo is based in Medellín, Antioquia, Colombia while working with Creai.
What companies has David Luna Naranjo worked for?
David Luna Naranjo has worked for Creai, Universidad De Antioquia, Emergia - Emotional Experience Company, Universidad Eafit, and Universidad Nacional De Colombia.
How can I contact David Luna Naranjo?
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What schools did David Luna Naranjo attend?
David Luna Naranjo holds Ph.D., Electronic And Computer Engineering. from Universidad De Antioquía.
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