Miguel Torres
@migueltorres1
Passionate developer and ML engineer building data-driven applications and automated analytics solutions.
SpainWhat I'm looking for
I am a proactive developer and machine learning engineer with solid foundations in software engineering, data science, and production ML. I have led statistical operations for Finland at Nielsen IQ, automated reporting and KPI tracking with Python tools, and built data pipelines and APIs to support analytics and NLP services.
I have designed and evaluated ML models for NLP tasks — from Naive Bayes with custom confidence logic to transformer-based summarization — and shipped full-stack features using React, Node.js, MongoDB, Docker, and cloud-ready REST endpoints. I prioritize accuracy, automation, and pragmatic model choices to deliver reliable, production-ready solutions.
Experience
Work history, roles, and key accomplishments
NIOwned Finnish statistical operations, ensuring accuracy and consistency in retail data processes across multiple European retail chains and automated KPI tracking and reporting workflows.
Machine Learning Engineer
News to you
May 2022 - Oct 2022 (5 months)
Designed and adapted ML and NLP models for text classification and sentiment analysis, implemented Naive Bayes with deterministic overrides for confidence scoring, and evaluated transformers for abstractive summarization in a production API context.
Full Stack Developer
News to you
Nov 2021 - May 2022 (6 months)
Automated ingestion of articles, podcasts and tweets, maintained MongoDB databases, built REST APIs and React Native components, and containerized Python services to support NLP endpoints.
Education
Degrees, certifications, and relevant coursework
LinkedIn Learning
Professional Courses, Data Analysis / Statistics
2023 - 2023
Completed LinkedIn Learning courses including Power BI with Excel and Python statistics training in 2023.
SDStanford University (DeepLearning.AI)
Advanced Learning Algorithms Certificate, Machine Learning
2022 - 2022
Completed DeepLearning.AI courses in supervised machine learning, sequence models, and attention models in 2022.
RURey Juan Carlos University
Certificate, Data Analysis / Big Data
2021 - 2021
Completed courses in data analysis techniques and big data at Rey Juan Carlos University in 2021.
C.E.S Juan Pablo II
Certificate of Data Analysis Techniques and Big Data Course, Natural Language Processing
2020 - 2021
Completed courses in natural language processing and attention models at C.E.S Juan Pablo II during 2020–2021.
C.E.S Juan Pablo II
Education on Multiplatform app development, Natural Language Processing
2018 - 2020
Completed studies at C.E.S Juan Pablo II from 2018 to 2020 covering natural language processing topics including classification and vector spaces.
I.E.S Cumbres
High School Graduate, Science
2016 - 2018
High School graduate with a focus in science completed between 2016 and 2018.
Availability
Location
SpainAuthorized to work in
Job categories
Skills
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