Joris Rombouts Email and Phone Number
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After completing my studies, I made the bold decision to move from the Netherlands to Sweden. Having already studied in Sweden for 6 months, I knew my international journey wasn’t over. I wanted to gain global work experience, immerse myself in a different working culture, and explore new paths. This move wasn’t easy, but it helped me grow, adapt to new environments, and discover new passions. It shaped my independence, maturity, and how I approach challenges.What drives me is my passion for data and the discipline to keep pushing until I find the right path. Through careful planning and organization, I create structure for myself that enables productivity. I don’t take things at face value—I’m always looking for the "why" behind the process. I aim for complete, long-term solutions.I focus on creating scalable, maintainable solutions. My background as a backend software engineer taught me the importance of high data quality. This experience made me more versatile when I transitioned back into Data Science, shifting my approach from ad-hoc scripts to a structured, end-to-end mindset.I have experience in machine learning, computer vision, and deep learning, paired with a strong interest in DevOps and MLOps. I’m proficient with tools like Snowflake, AWS and Gitlab. I led a backend project supporting 500 weekly active users. I’ve developed a custom Siamese Network to detect similarity patterns in over 3 million data points and implemented a novel Variational Autoencoder (VAE) that improved anomaly detection. My approach in a data science project is to understand the end-user and customer first and get clarity about the data.Collaboration energizes me, especially when working in cross-functional teams. I enjoy being the bridge between technical and non-technical stakeholders.. I’m not afraid to take the lead and responsibility when needed.Outside of work, I’m passionate about football—whether playing, watching, or analyzing it. To clear my mind, I enjoy cycling or running in the summer, and skiing or ice skating in the winter. Furthermore I’m learning both Swedish and Spanish as additional languages. I keep up with the latest developments in data and AI by reading newsletters and visiting tech websites in the evenings.My dream is to eventually combine my passion for data and AI with football. Inspired by the Moneyball principle, I hope to one day be part of a team that uses data to drive decisions and performance in the sport.
Scania Group
View- Website:
- scania.com
- Employees:
- 18108
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Data ScientistScania Group Nov 2023 - PresentSödertälje, Stockholm County, SwedenThe Smart Factory Lab guides Scania in adopting impactful digital solutions in production and logistics, driving innovation and efficiency in a rapidly changing digital landscape. As part of the AI driven team, some of my highlights include:• Implemented a Siamese deep learning network to automate pattern retrieval in ultrasonic quality control, reducing search time from weeks to seconds by leveraging AI to identify similar patterns in high-volume historic dataTopics: AWS, Gitlab, Snowflake, Python, SQL, Data Engineering, Deep Learning, Machine Learning, LLM, Generative AI -
Back End DeveloperScania Group Oct 2021 - Oct 2023Södertälje, Provincie Stockholm, Zweden• Achieved 100% compliance with UNECE R155 cybersecurity requirements by implementing a Software Bill of Materials (SBOM) Management System in AWS, ensuring regulatory approval.• Reduced daily infrastructure costs by 47% through the deployment of a fully serverless AWS architecture using Lambda functions, DynamoDB, and S3 for compute, storage, and database solutions.• Designed and implemented an end-to-end CI/CD DevSecOps pipelines with Gitlab, improving delivery timelines.Topics: AWS, Gitlab, Python, AWS Lambda, AWS DynamoDB, DevOps, REST, Docker -
Data ScientistXimius - Patient Flow Jan 2021 - Oct 2021Eindhoven, Noord-Brabant, NederlandXimius provides software tools to improve patient flow in healthcare facilities.• Delivered a proof-of-concept computer vision healthcare application that classifies 3 types of medicines with 80% accuracy in under 1 second, removing the need of a quality check from a third party • Designed and implemented a NoSQL graph database that improved real-time patient data retrieval efficiency, enhancing operational decision-making in healthcare facilities.• Developed RESTful APIs for processing streaming data and enabling real-time analytics for improved patient flow management.Topics: NoSQL, Python, REST, Docker, Tensorflow, Computer Vision, Gitlab -
Teacher AssistantTechnische Universiteit Eindhoven Nov 2017 - Jul 2020EindhovenTeacher Assistant Deep Learning (2IMM10)• Designed and graded homework assignments for 50 students for 10 hours a week.• Topics: NLP, CNN, RNN and generative modelsTeacher Assistant Data Analytics for Engineers (2IAB0)• Assisted 40-50 students with data science related programming assignments in Jupyter notebook 10 hours a week. • Introduced first-year students to essential Python libraries, including Pandas, Numpy, Scikit-learn, and Seaborn, building foundational skills in data manipulation, analysis, and machine learningTeacher Assistant of the course Algebra for Security (2WF90)• Assisted 30-40 students with homework assignments concerning algebra, finite fields and number theory 4 hours a week. Implemented a tool for automatically grading homework assignments.• Topics: finite fields, polynomials and number theory. -
AdviseurMediamarkt Nederland Jun 2016 - Sep 2017Breda En Omgeving, NederlandSalesman computer department. -
LogistiekMediamarkt Nederland Jun 2014 - Sep 2015Breda En Omgeving, NederlandResponsible for a fluid process of incoming and outgoing products in the shop.
Joris Rombouts Skills
Joris Rombouts Education Details
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Machine Learning -
Msc Data Science In Engineering Cum Laude (8.4) -
Bachelor Of Science, Software Science (7.6) -
Newman CollegeNatuur & Techniek
Frequently Asked Questions about Joris Rombouts
What company does Joris Rombouts work for?
Joris Rombouts works for Scania Group
What is Joris Rombouts's role at the current company?
Joris Rombouts's current role is Data Scientist at Scania Smart Factory Lab | 4+ years of experience in Data Science and backend development | Promoting AI solutions in production & logistics | MSc Data Science in Engineering cum laude.
What is Joris Rombouts's email address?
Joris Rombouts's email address is jo****@****nia.com
What schools did Joris Rombouts attend?
Joris Rombouts attended Kungliga Tekniska Högskolan, Technische Universiteit Eindhoven, Technische Universiteit Eindhoven, Newman College.
What skills is Joris Rombouts known for?
Joris Rombouts has skills like Python, Data Structures, Latex, Java, Tensorflow, Pandas, Git, Machine Learning, Deep Learning, Statistical Analysis, Generative Models, Data Mining.
Who are Joris Rombouts's colleagues?
Joris Rombouts's colleagues are Richard Boden, Henry Ingmansson, Aart Flier, Aurelian Albert, Patrik Håkansson, José Antonio De Miguel Carmona, Maria Jönsson.
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