Jaime Martin
Senior Data Scientist | Machine Learning
Salaire / Taux journalier
Toulouse, France
Freelance, ouvert au CDI
Peut venir sur site
Expertises
Langues
À propos
Introduction
Data scientist & civil engineer with expertise in ML models and automated data pipelines. Achieved 95% accuracy in satellite image classification and built containerized ETL infrastructure. Specialized in Python, AWS, and PostgreSQL with strong project management background from international engineering projects.
Expérience de travail
Data Scientist/Engineer
Self-employedFreelance
févr. 2025 - Présent
1 an 9 mois
Toulouse, France
· StayInCharm : J'ai mis en place l'infrastructure de collecte de données en automatisant le pipeline ETL dans un environnement conteneurisé Docker. J'ai configuré la base de données dans Postgres et l'outil de visualisation dans Superset pour permettre aux analystes de données de créer leurs rapports. · Classification des images radar par satellite : collaboration avec le chef de projet pour élaborer un modèle d'apprentissage automatique permettant de déterminer les schémas d'arrosage des rizières au Vietnam. L'utilisation de modèles de réseaux neuronaux et de modèles arborescents a permis d'améliorer la précision de 70 % à près de 95 %.
Ingénieur - Chargé d'affaires
HYDROSTADIUM
nov. 2022 - déc. 2023
1 an 2 mois
Skills: Capacidad de análisis · Comunicación · Administración de la cartera de proyectos
Ingénieur en génie civil
WSP en France
nov. 2021 - déc. 2022
1 an 2 mois
Toulouse, France
Skills: Capacidad de análisis · Comunicación · Administración de la cartera de proyectos
Ingénieur génie civil
Bee Engineering
févr. 2018 - déc. 2021
3 ans 11 mois
Mexico, District fédéral, Mexique
Ingénieur Génie Civil en mission à SHEM (Société Hydroélectrique du midi)
AECOM
avr. 2014 - déc. 2017
3 ans 9 mois
Manchester, Royaume-Uni
Engineer
juil. 2015 - déc. 2017
2 ans 6 mois
Manchester, Royaume-Uni
Design experience acquired during the modelling and design of U-Frame Steel rail bridges and composite road bridges in projects such as A6-Manchester Airport Relief Road. Modelling and design of Pomona Tram Viaduct (composite, 4 span) in Manchester's Metrolink Trafford Park Line. Extensive use of Eurocodes structural design codes and 3D finite elements software, including second order buckling effects modelling with Midas Civil and Lusas.
Graduate Engineer
avr. 2014 - juil. 2015
1 an 4 mois
Manchester, Royaume-Uni
Resigning from my previous job was a tough decision and moving to the United Kingdom has proven a right choice so far. During the first few months working for AECOM in the Altrincham office (Structures Team) I have combined Assessment work for CAFA project (taking part in Bridge Inspections, prodicing Inspection Reports and making Structural Calculations for Steel, Iron and Concrete Bridges) with Structural Design work for the A6 MARR project. The former has allowed me to learn how to use assessment codes such as BD2, BE4, and NR/GN/CIV025, using the Eurocodes and British Standards for the later. These first months have proven to be a good experience not only for my technical background, as it has also meant to be a way to improve my knowledge and use of English.
Project Engineer
Ingenieria Civil Internacional S.A. - INCISA
avr. 2012 - mai 2014
2 ans 2 mois
Greater Madrid Metropolitan Area
The two years I worked for INCISA allowed me to put into practice the knowledge I acquired in university, carrying structural calculations for several hidroelectric projects in South America (Tatatila - Mexico, RENACE II - Guatemala, Pando and Montelirio - Panamá, El Alto - Panamá and Larreynaga - Nicaragua) and water supply projects in Spain (Tramo 6, CYII - Madrid). In addition to that I had the opportunity to develop new skills in project direction and management (Heightening of Santa Lucía Dam - Cáceres, Spain and 3rd conduction of Sorbe Water Supply Commonwealth - Guadalajara, Spain) and dam design (design of CFR dam of Kullku - Peru). The international character of these projects was a great oportunity to get in touch and use American (ACI, AISC), European (Eurocodes) and Spanish (EHE, EAE, CTE) codes. Working in INCISA was a very good experience, with an interesting job and a fantastic work team.
Physics and Mecanics Teacher
C.E.S.
sept. 2010 - oct. 2011
1 an 2 mois
Madrid, Espagne
Physics and Mecanics teacher at CES academy for university students.
Structures Teacher
Private Teacher
sept. 2009 - oct. 2011
2 ans 2 mois
Madrid, Espagne
Private Structures teacher for university students, including: Isostatic and Hiperstatic forces and movements calculation, cross method, Influence lines, structural matrix analysis and finite element method.
Formation
DataScientest.com
Data scientist
2024 - 2024
6 mois
Universidad Politécnica de Madrid
Ingeniero de Caminos
Liceo Francés de Madrid
Baccalauréat
Portfolio
Clustering dates semis
Classification images radar
