Luis Ortiz Benito

👩‍💻 Developer 👩‍💻 Developer 📈 Data Scientist 📈 Data Scientist ⚙️ Engineer ⚙️ Engineer

Turning Data into Products.

Experience

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07/2023 - Present

Data Scientist

Nommon Solutions and Technologies

Mainly positioned as a Mobility Analytics Product Engineer. Use of mobile Big Data and AI to create products that use, describe, or predict population mobility patterns.

  • Maintenance and development of company products.
  • Led several ad-hoc mobility projects as Project Leader, overseeing client communication, execution, and delivery. Attained 100% customer satisfaction, evidenced by certificates of excellent execution.
  • Daily validation of mobility national data and anomaly detection.
  • Responsible for the mobility form, in charge of responding to all requests and automating this process to obtain an operating API.
  • Coordination and implementation of the ''Open Data Mobility'' project with the Spanish Ministry of Transport (MITMA). Provided 2 years of crucial anonymized mobility data-products for public sharing. This data is used daily to address various challenges, such as road network design and traffic monitoring, among others.
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02/2023 - 07/2023

Data Scientist

Computer Intelligence Group

Research tasks as a Machine Learning Engineer, working with Aingura IIot data as to improve and discover new approaches to their solution.

  • Project: “Machine Learning Models for Predictive Maintenance in Adif Infrastructures”. [Improving railway mobility system].
  • Predoctoral researcher in anomaly detection.
  • Explainable AI project: Bayesian models development.
  • Data stream processing. An IIot application in the field of Industry 4.0
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09/2021 - 02/2023

Software Developer Engineer

Bisiona Business Solutions

Worked building Bisiona Web-Application as a full stack developer, mainly using SQL and .Net(#C, HTML, CSS, JS / Jquery). BI Solutions provided for big pharma companies.

  • Multidisciplinary team, developing and maintaining pharma solutions.
  • Tutorized new 5 interns, tools & methodologies to join the company.
  • Developed BI web-apps improving client’s commercial performance.
  • Tender & Accounts process automatization. Migration to MVC.
  • Route scheduler & optimization with AI team, Data driven solution.
  • Solved +150 tickets and bugs and Worked in 5 different projects

Skills

Data Science

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Fluent: Python, QGIS, Pandas, Numpy, GeoPandas, Matplotlib, Plotly, Shapely

Some Projects: R, Shiny, Scala, Hadoop, HBase, Flink, Spark, SPARQL

Artificial Intelligence

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Fluent: Machine Learning, Weka, Scikit-learn, Heuristics & Optimization, Deep Learning, Genetic Algorithms, Tensorflow

Some Projects: Pytorch, Keras, Transfer Learning

Software Development

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Fluent: PL/SQL, Java, Git, .Net(C#, JavaScript/JQuery, HTML, CSS), Parallelization & Processes Optimization

Some Projects: C, C++, Arduino, RaspberryPi, Astro, TypeScript, Angular

Portfolio

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Click: Go to projects!

Access to educational and personal projects developed during the last years

Education

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09/2022 - 07/2023

MSc. in Data Science

Universidad Politécnica de Madrid

Master in Data Science (English). Subjects: September 2022 - April 2023. Master's thesis: April 2023 until completion. Subjects related to data management and analysis, artificial intelligence techniques and cloud computing

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09/2018 - 07/2022

BSc. Computer Science & Engineering

Universidad Carlos III de Madrid

Degree in Computer Science and Engineering (Bilingual Option), minor in Artificial Intelligence (Computation). Obtained Honours mark in Artificial Intelligence and in Humanities course ''Disability and Human Rights''. End of degree thesis ''Optimization of Investment Strategies using Bioinspired Techniques'' awarded with honours, related with the use of artificial intelligence techniques to generate flexible and explainable investment strategies.