Senior Machine Learning Engineer
Current
Sep 2023 - Present
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David Ayala Email & Phone Number
Machine Learning Engineer | MSc in Data Science
at
EPAM Systems
LinkedIn matched
✓ Verified July 2026
3 data sources
Profile completeness 100%
Current company
Role
Machine Learning Engineer | MSc in Data Science
Location
Bogota, D.c., Colombia
Company size
Who is David Ayala? Overview
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Quick answer
David Ayala is listed as Machine Learning Engineer | MSc in Data Science at EPAM Systems, a with 38592 employees, based in Bogota, D.c., Colombia. AeroLeads shows a matched LinkedIn profile for David Ayala.
David Ayala previously worked as Senior Machine Learning Engineer at Epam Systems and Artificial Intelligence Engineer at Bairesdev. David Ayala holds Master'S Degree, Data Science from Università Di Trento.
Company email context
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EPAM Systems
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Profile bio
About David Ayala
Highly skilled and results-driven Machine Learning Engineer with experience in end-to-end projects, different data modalities, and strong software engineering expertise. Possessing a Master's degree in Data Science, I excel in developing and implementing cutting-edge machine learning solutions to solve complex problems and optimize business processes. With a deep understanding of both machine learning algorithms and software engineering principles, I deliver innovative and impactful results. Strong analytical and problem-solving abilities, coupled with excellent communication and teamwork skills, enable me to drive business growth and enhance operational efficiency through the application of machine learning and software engineering best practices.
Listed skills include Desarrollo De Software, Java, Java Ee, Jsf, and 14 others.
Current workplace
David Ayala's current company
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Epam Systems
10 roles
David Ayala work experience
A career timeline built from the work history available for this profile.
Artificial Intelligence Engineer
Computer vision pipeline for semantic segmentation of stool and diaper imagesMachine Learning System for audio-based breathing segmentationParticipated in Large language model-supported assistant to build clinical trial protocols using Langchain, vector stores, agents, and exploration of open-source LLMs fine-tuning
Aug 2022 - Aug 2023
Machine Learning Engineer
Development of speech analytics tools such as sentiment analysis in Spanish Development of audio diarization pipelinesEnd-to-end development of a system for voicemail detectionEnd-to-end development of AI systems for speech-emotion recognitionDeployment of Machine Learning models using Docker and Kubernetes on GCPData transformation, cleaning, labeling, and quality assurance
Nov 2021 - Apr 2023
Nlp Research Intern
Machine Learning applied to automatic speech recognition systems using Kaldi and Wav2letterExploring punctuation and capitalization models
Mar 2021 - Jun 2021
Software Developer
Fullstack software development Angular10 and JavaAirflow pipelines development in Python
Jul 2020 - Dec 2020
Principal Software Engineer
- Design and implementation of web services based on spring framework- Microservices
Apr 2019 - Sep 2019
Aem Backend Developer
My duties include the development of server-side application for an important cruises company using Adobe Experience Manager and Java, write APIs based on Rest used by front-end developers and mobile application developers. Involved technologies include:Adobe Experience Manager, JCR, OSGi, JavaMigration from AEM 6.2 to 6.4Implementation of Jenkins pipelines for continuous integration
Feb 2018 - Mar 2019
Senior Software Engineer
Worked as a Java back-end Software Engineer on a worldwide scale project for important vehicle brands. I have dealed with.Adobe Experience Manager 6, Java, JSP, JUnit, continuous integration, RESTful web services.Agile methodology like SCRUMJIRA bug trackerGit
Oct 2015 - Feb 2018
Software Development Engineer
My function was the design, implementation and maintenance of software products, most of them related to Geographic Information Systems (GIS) dealing with technologies like:Back-end: C#, Java EE (Web Services, REST, Spring, JPA), Databases (PostgreSQL, SQL server, MySQL)Front-end: JavaScript, jQuery, Ajax, HTML, Google Maps TechnologiesMobile: Native Android platform.
Jun 2014 - Oct 2015
Software Developer Intern
Liminal Ltda
During the last two years of formation at University, I did an internship as software developer in this company, I performed tasks of coding and maintenance of different web applications based on Java EE. I used different frameworks suitable for the language like Spring Framework, Java Server Faces, JSP and JPA, I also worked on front end using Javascript, JQuery and Ajax.
Sep 2012 - Jun 2014
Team & coworkers
Colleagues at EPAM Systems
Other employees you can reach at epam.com. View company contacts for 38592 employees →
OM
Olena Maltseva
Colleague at Epam SystemsUkraine
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IT
Iskender Turanov
Colleague at Epam SystemsTokyo, Japan
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AR
Aliaksei Rudak
Colleague at Epam SystemsAlmaty, Kazakhstan
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SB
Shashi Bhushan
Colleague at Epam SystemsPune, Maharashtra, India
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KM
Kirill Makarikhin
Colleague at Epam SystemsSt Petersburg, St Petersburg City, Russia, Russian Federation
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GB
Galyna Bondar
Colleague at Epam SystemsUkraine
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YR
Yana Reviakina
Colleague at Epam SystemsKyiv, Kyiv City, Ukraine
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AM
Arnoldas Mažeika
Colleague at Epam SystemsLithuania
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YD
Yurii Deiev
Colleague at Epam SystemsRickmansworth, England, United Kingdom
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AK
Aliaksandr Khan
Colleague at Epam SystemsTbilisi, Georgia
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Olena Maltseva
Colleague at Epam SystemsUkraine
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IT
Iskender Turanov
Colleague at Epam SystemsTokyo, Japan
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AR
Aliaksei Rudak
Colleague at Epam SystemsAlmaty, Kazakhstan
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SB
Shashi Bhushan
Colleague at Epam SystemsPune, Maharashtra, India
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KM
Kirill Makarikhin
Colleague at Epam SystemsSt Petersburg, St Petersburg City, Russia, Russian Federation
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GB
Galyna Bondar
Colleague at Epam SystemsUkraine
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YR
Yana Reviakina
Colleague at Epam SystemsKyiv, Kyiv City, Ukraine
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AM
Arnoldas Mažeika
Colleague at Epam SystemsLithuania
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YD
Yurii Deiev
Colleague at Epam SystemsRickmansworth, England, United Kingdom
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AK
Aliaksandr Khan
Colleague at Epam SystemsTbilisi, Georgia
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2 education records
David Ayala education
Master'S Degree, Data Science
Bachelor'S Degree, Systems And Computing Engineer
FAQ
Frequently asked questions about David Ayala
Quick answers generated from the profile data available on this page.
What company does David Ayala work for?
David Ayala works for EPAM Systems.
What is David Ayala's role at EPAM Systems?
David Ayala is listed as Machine Learning Engineer | MSc in Data Science at EPAM Systems.
Where is David Ayala based?
David Ayala is based in Bogota, D.c., Colombia while working with EPAM Systems.
What companies has David Ayala worked for?
David Ayala has worked for Epam Systems, Bairesdev, Vozy, Neosound Intelligence, and Exprivia.
Who are David Ayala's colleagues at EPAM Systems?
David Ayala's colleagues at EPAM Systems include Olena Maltseva, Iskender Turanov, Aliaksei Rudak, Shashi Bhushan, and Kirill Makarikhin.
How can I contact David Ayala?
You can use AeroLeads to view verified contact signals for David Ayala at EPAM Systems, including work email, phone, and LinkedIn data when available.
What schools did David Ayala attend?
David Ayala holds Master'S Degree, Data Science from Università Di Trento.
What skills is David Ayala known for?
David Ayala is listed with skills including Desarrollo De Software, Java, Java Ee, Jsf, Spring Framework, Jpa, Hibernate, and Android.
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