Roel Heremans - Senior Data Scientist
Roel Heremans - Senior Data Scientist
Creating solutions that will change the world.
Creating solutions that will change the world.
Over two decades of expierence working on over 50 projects.
Over two decades of expierence working on over 50 projects.
Accepting New Clients
You're in good company
You're in good company
Bef4U Project
Bef4U, a company specializing in energy efficiency for industry and large tertiary sectors, contacted me to help build a machine learning model to detect electric consumption anomalies. I designed an online approach based on a sliding training and testing window. In each step, an XGBoost model was trained, and a z-score was calculated for anomaly detection, improving energy efficiency monitoring for shopping malls.
Bef4U Project
Bef4U, a company specializing in energy efficiency for industry and large tertiary sectors, contacted me to help build a machine learning model to detect electric consumption anomalies. I designed an online approach based on a sliding training and testing window. In each step, an XGBoost model was trained, and a z-score was calculated for anomaly detection, improving energy efficiency monitoring for shopping malls.
Electrolux Project
For Electrolux, a global leader in household appliances, I developed a regression model using Markov Random Fields to predict the service call ratio (SCR) based on one year of historical data, achieving a 4.2% Mean Absolute Percentage Error (MAPE) for the food preservation category. The project successfully provided precise service call forecasts, enhancing customer service efficiency.
Electrolux Project
For Electrolux, a global leader in household appliances, I developed a regression model using Markov Random Fields to predict the service call ratio (SCR) based on one year of historical data, achieving a 4.2% Mean Absolute Percentage Error (MAPE) for the food preservation category. The project successfully provided precise service call forecasts, enhancing customer service efficiency.
Uptime
The Oxford Uptime team looked for an artificial intelligence solution to detect when water is pumped from wells using offline temperature sensors. I developed a Python-based system comprising a dashboard for visualization and parameter tuning, and a batch processing engine for analyzing sensor data. The AI model learned to identify pump usage by detecting temperature changes when water was pumped. The system enhanced the efficiency of rural water maintenance services.
Uptime
The Oxford Uptime team looked for an artificial intelligence solution to detect when water is pumped from wells using offline temperature sensors. I developed a Python-based system comprising a dashboard for visualization and parameter tuning, and a batch processing engine for analyzing sensor data. The AI model learned to identify pump usage by detecting temperature changes when water was pumped. The system enhanced the efficiency of rural water maintenance services.
Your Political Monitor
Your Political Monitor, led by CEO Caspar Pelle, aimed to create an advanced AI-powered web app for summarizing political messages. I was tasked with developing a demo web app where users could input text or upload PDFs to receive concise summaries without relying on Chat GPT. The app allows users to enter text, generate summaries, and view details on word count and processing time, providing accurate and timely summaries of political content.
Your Political Monitor
Your Political Monitor, led by CEO Caspar Pelle, aimed to create an advanced AI-powered web app for summarizing political messages. I was tasked with developing a demo web app where users could input text or upload PDFs to receive concise summaries without relying on Chat GPT. The app allows users to enter text, generate summaries, and view details on word count and processing time, providing accurate and timely summaries of political content.
fbeta
Intero - The Sniffers
fbeta offers all-in-one support and expert consulting for healthcare innovators to collaboratively enhance health care for citizens, insured individuals, and patients. They use expert knowledge combined with Large Language Model technologies.
fbeta
Intero - The Sniffers
fbeta offers all-in-one support and expert consulting for healthcare innovators to collaboratively enhance health care for citizens, insured individuals, and patients. They use expert knowledge combined with Large Language Model technologies.
Intero - The Sniffers
Intero – The Sniffers combines global field emission measurements and pipeline integrity surveys with expert knowledge and advice.
Intero - The Sniffers
Intero – The Sniffers combines global field emission measurements and pipeline integrity surveys with expert knowledge and advice.
Bef4U Project
Bef4U, a company specializing in energy efficiency for industry and large tertiary sectors, contacted me to help build a machine learning model to detect electric consumption anomalies. I designed an online approach based on a sliding training and testing window. In each step, an XGBoost model was trained, and a z-score was calculated for anomaly detection, improving energy efficiency monitoring for shopping malls.
Electrolux Project
Electrolux, a global leader in household appliances. I developed a regression model using Markov Random Fields to predict the service call ratio (SCR) based on one year of historical data, achieving a 4.2% Mean Absolute Percentage Error (MAPE) for the food preservation category.The project successfully provided precise service call forecasts, enhancing customer service efficiency.
Magenta Insight LTD
Magenta Insight LTD. in Oxford sought an AI solution to detect when water is pumped from wells using offline temperature sensors. I developed a Python-based system comprising a dashboard for visualization and parameter tuning, and a batch processing engine for analyzing sensor data. The AI model learned to identify pump usage by detecting temperature changes when water was pumped. The system enhanced the efficiency of rural water maintenance services.
Your Political Monitor
Your Political Monitor, led by CEO Caspar Pelle, aimed to create an advanced AI-powered web app for summarizing political messages. I was tasked with developing a demo web app where users could input text or upload PDFs to receive concise summaries without relying on Chat GPT. The app allows users to enter text, generate summaries, and view details on word count and processing time, providing accurate and timely summaries of political content.
fbeta
fbeta offers all-in-one support and expert consulting for healthcare innovators to collaboratively enhance health care for citizens, insured individuals, and patients. They use expert knowledge combined with Large Language Model technologies.
Intero - The Sniffers
Intero – The Sniffers combines global field emission measurements and pipeline integrity surveys with expert knowledge and advice.
Skills
Skills
Regression
Classification
Clustering
Supervised vs. Unsupervised Learning
NumPy
Matplotlib
Train/Test Splits
Cross-Validation
Object-Oriented Programming (OOP)
Data Cleaning and Imputation
Feature Engineering
Supervised Learning
Pandas
Seaborn
Scikit-Learn
Pytorch
SQL Basics
Using SQLite with Python
Unit Testing with unittest
Debugging Techniques
Unsupervised Learning
Advanced Algorithms
Cross-Validation
Process
Your compass to innovation and data excellence. With a background in physics and a passion for technology, I remain committed to driving impactful solutions through data-driven insights.
01
Discover
In the discovery phase, I collaborate closely with stakeholders to understand their goals and challenges, while gathering and exploring relevant datasets to define the problem statement and key metrics for success.
Define
Through meticulous data cleaning and exploratory analysis, I refine the project scope and select appropriate modeling techniques, ensuring clarity on the problem definition and the methodology to address it effectively.
02
Develop
During development, I focus on training and refining models iteratively, optimizing their performance and usability while concurrently designing intuitive user interfaces to facilitate understanding and utilization of the insights generated.
03
Deliver
In the final phase, I ensure the successful deployment of the solution, monitoring its performance over time and providing comprehensive documentation and reporting to stakeholders to support decision-making and ongoing maintenance efforts.
04
01
Discover
In the discovery phase, I collaborate closely with stakeholders to understand their goals and challenges, while gathering and exploring relevant datasets to define the problem statement and key metrics for success.
Define
Through meticulous data cleaning and exploratory analysis, I refine the project scope and select appropriate modeling techniques, ensuring clarity on the problem definition and the methodology to address it effectively.
02
Develop
During development, I focus on training and refining models iteratively, optimizing their performance and usability while concurrently designing intuitive user interfaces to facilitate understanding and utilization of the insights generated.
03
Deliver
In the final phase, I ensure the successful deployment of the solution, monitoring its performance over time and providing comprehensive documentation and reporting to stakeholders to support decision-making and ongoing maintenance efforts.
04
01
Discover
In the discovery phase, I collaborate closely with stakeholders to understand their goals and challenges, while gathering and exploring relevant datasets to define the problem statement and key metrics for success.
Define
Through meticulous data cleaning and exploratory analysis, I refine the project scope and select appropriate modeling techniques, ensuring clarity on the problem definition and the methodology to address it effectively.
02
Develop
During development, I focus on training and refining models iteratively, optimizing their performance and usability while concurrently designing intuitive user interfaces to facilitate understanding and utilization of the insights generated.
03
Deliver
In the final phase, I ensure the successful deployment of the solution, monitoring its performance over time and providing comprehensive documentation and reporting to stakeholders to support decision-making and ongoing maintenance efforts.
04
01
Discover
In the discovery phase, I collaborate closely with stakeholders to understand their goals and challenges, while gathering and exploring relevant datasets to define the problem statement and key metrics for success.
Define
Through meticulous data cleaning and exploratory analysis, I refine the project scope and select appropriate modeling techniques, ensuring clarity on the problem definition and the methodology to address it effectively.
02
Develop
During development, I focus on training and refining models iteratively, optimizing their performance and usability while concurrently designing intuitive user interfaces to facilitate understanding and utilization of the insights generated.
03
Deliver
In the final phase, I ensure the successful deployment of the solution, monitoring its performance over time and providing comprehensive documentation and reporting to stakeholders to support decision-making and ongoing maintenance efforts.
04
Process
Your compass to innovation and data excellence. With a background in physics and a passion for technology, I remain committed to driving impactful solutions through data-driven insights.
01
Discover
In the discovery phase, I collaborate closely with stakeholders to understand their goals and challenges, while gathering and exploring relevant datasets to define the problem statement and key metrics for success.
Define
Through meticulous data cleaning and exploratory analysis, I refine the project scope and select appropriate modeling techniques, ensuring clarity on the problem definition and the methodology to address it effectively.
02
Develop
During development, I focus on training and refining models iteratively, optimizing their performance and usability while concurrently designing intuitive user interfaces to facilitate understanding and utilization of the insights generated.
03
Deliver
In the final phase, I ensure the successful deployment of the solution, monitoring its performance over time and providing comprehensive documentation and reporting to stakeholders to support decision-making and ongoing maintenance efforts.
04
01
Discover
In the discovery phase, I collaborate closely with stakeholders to understand their goals and challenges, while gathering and exploring relevant datasets to define the problem statement and key metrics for success.
Define
Through meticulous data cleaning and exploratory analysis, I refine the project scope and select appropriate modeling techniques, ensuring clarity on the problem definition and the methodology to address it effectively.
02
Develop
During development, I focus on training and refining models iteratively, optimizing their performance and usability while concurrently designing intuitive user interfaces to facilitate understanding and utilization of the insights generated.
03
Deliver
In the final phase, I ensure the successful deployment of the solution, monitoring its performance over time and providing comprehensive documentation and reporting to stakeholders to support decision-making and ongoing maintenance efforts.
04
01
Discover
In the discovery phase, I collaborate closely with stakeholders to understand their goals and challenges, while gathering and exploring relevant datasets to define the problem statement and key metrics for success.
Define
Through meticulous data cleaning and exploratory analysis, I refine the project scope and select appropriate modeling techniques, ensuring clarity on the problem definition and the methodology to address it effectively.
02
Develop
During development, I focus on training and refining models iteratively, optimizing their performance and usability while concurrently designing intuitive user interfaces to facilitate understanding and utilization of the insights generated.
03
Deliver
In the final phase, I ensure the successful deployment of the solution, monitoring its performance over time and providing comprehensive documentation and reporting to stakeholders to support decision-making and ongoing maintenance efforts.
04
01
Discover
In the discovery phase, I collaborate closely with stakeholders to understand their goals and challenges, while gathering and exploring relevant datasets to define the problem statement and key metrics for success.
Define
Through meticulous data cleaning and exploratory analysis, I refine the project scope and select appropriate modeling techniques, ensuring clarity on the problem definition and the methodology to address it effectively.
02
Develop
During development, I focus on training and refining models iteratively, optimizing their performance and usability while concurrently designing intuitive user interfaces to facilitate understanding and utilization of the insights generated.
03
Deliver
In the final phase, I ensure the successful deployment of the solution, monitoring its performance over time and providing comprehensive documentation and reporting to stakeholders to support decision-making and ongoing maintenance efforts.
04
Process
Your compass to innovation and data excellence. With a background in physics and a passion for technology, I remain committed to driving impactful solutions through data-driven insights.
01
Discover
In the discovery phase, I collaborate closely with stakeholders to understand their goals and challenges, while gathering and exploring relevant datasets to define the problem statement and key metrics for success.
Develop
During development, I focus on training and refining models iteratively, optimizing their performance and usability while concurrently designing intuitive user interfaces to facilitate understanding and utilization of the insights generated.
03
Define
Through meticulous data cleaning and exploratory analysis, I refine the project scope and select appropriate modeling techniques, ensuring clarity on the problem definition and the methodology to address it effectively.
02
Deliver
In the final phase, I ensure the successful deployment of the solution, monitoring its performance over time and providing comprehensive documentation and reporting to stakeholders to support decision-making and ongoing maintenance efforts.
04
Recent Certificates
Recent Certificates
Neural Networks and Deep Learning
Neural Networks and Deep Learning
DeepLearning.AI
DeepLearning.AI
Nov 2023
Nov 2023
Structuring Machine Learning Projects
Structuring Machine Learning Projects
DeepLearning.AI
DeepLearning.AI
Dec 2023
Dec 2023
Improving Deep Neural Networks
Improving Deep Neural Networks
DeepLearning.AI
DeepLearning.AI
Dec 2023
Dec 2023
Convolutional Neural Networks
Convolutional Neural Networks
DeepLearning.AI
DeepLearning.AI
Jan 2024
Jan 2024
Sequence Models
Sequence Models
DeepLearning.AI
DeepLearning.AI
Jan 2024
Jan 2024
Generative Pre-trained Transformers
Generative Pre-trained Transformers
University of Glasgow
University of Glasgow
U. of Glasgow
Jan 2024
Jan 2024
Natural Language Processing
Natural Language Processing
DeepLearning.AI
DeepLearning.AI
Feb 2024
Feb 2024
AI with Large Language Models
AI with Large Language Models
DeepLearning.AI
DeepLearning.AI
Feb 2024
Feb 2024
Google AI Essentials
Google AI Essentials
Google Career Certificates
Google Career Certificates
Jun 2024
Jun 2024
Milestone - Experiences
Milestone - Experiences
Background and Education
PhD in Elementary Particle Physics
I began my academic journey as a physicist, earning a PhD in Elementary Particle Physics. During my PhD, I was fascinated by seeing how particles in an accelerator could change their physical properties, like weight and the perception of time. After six years of postdoctoral research, I felt confined to a narrow field of expertise and decided to transition to the industry, seeking broader applications for my skills.
Background and Education
PhD in Elementary Particle Physics
I began my academic journey as a physicist, earning a PhD in Elementary Particle Physics. During my PhD, I was fascinated by seeing how particles in an accelerator could change their physical properties, like weight and the perception of time. After six years of postdoctoral research, I felt confined to a narrow field of expertise and decided to transition to the industry, seeking broader applications for my skills.
Early Career
Career at Royal Military Academy
I spent nine years at the Royal Military Academy in Belgium, working on diverse military-related research projects. My focus was on automating image processing, such as detecting floods on synthetic Aperture radar images and performing 3D image reconstruction using Terra Hertz radiation for body scanners in airports. Also, I enhanced the image quality of synthetic aperture sonar images for mine detection on the sea floor using the DPCA (Displaced Phase Center Array) method and used hyperspectral imaging to determine atomic composition at the pixel level, demonstrating my ability to innovate across different technologies.
Early Career
Career at Royal Military Academy
I spent nine years at the Royal Military Academy in Belgium, working on diverse military-related research projects. My focus was on automating image processing, such as detecting floods on synthetic Aperture radar images and performing 3D image reconstruction using Terra Hertz radiation for body scanners in airports. Also, I enhanced the image quality of synthetic aperture sonar images for mine detection on the sea floor using the DPCA (Displaced Phase Center Array) method and used hyperspectral imaging to determine atomic composition at the pixel level, demonstrating my ability to innovate across different technologies.
Career at AGT International
Sensor-Based Environmental Monitoring
Joining AGT International, I worked on projects involving participatory sensing campaigns using environmental sensors in urban settings. I developed models to temporal heatmaps of the pollution in space and time. Those pollution heatmaps served as inputs for our Healthy route recommendations for city dwellers, which were calculated based on self developed multiple objective shortest path algorithms.
Career at AGT International
Sensor-Based Environmental Monitoring
Joining AGT International, I worked on projects involving participatory sensing campaigns using environmental sensors in urban settings. I developed models to temporal heatmaps of the pollution in space and time. Those pollution heatmaps served as inputs for our Healthy route recommendations for city dwellers, which were calculated based on self developed multiple objective shortest path algorithms.
Career at AGT International
Basketball Analytics for the Final Four
I led sport analytics projects, including instrumenting professional basketball players to monitor their performance. I developed data-driven stories and analytics for publishing companies, enhancing audience engagement during sports events.
Career at AGT International
Basketball Analytics for the Final Four
I led sport analytics projects, including instrumenting professional basketball players to monitor their performance. I developed data-driven stories and analytics for publishing companies, enhancing audience engagement during sports events.
Career at AGT International
Professional Bull Riders (PBR)
I led the development of an AI-based scoring system for PBR. By implementing sensors on bulls, I built models to objectively score bull riding performances, addressing biases in the judging process and optimizing the model through continuous feedback from judges.
Career at AGT International
Professional Bull Riders (PBR)
I led the development of an AI-based scoring system for PBR. By implementing sensors on bulls, I built models to objectively score bull riding performances, addressing biases in the judging process and optimizing the model through continuous feedback from judges.
Proxify
Bef4U Project
Bef4U, a company specializing in energy efficiency for industry and large tertiary sectors, contacted me to help build a machine learning model to detect electric consumption anomalies. I designed an online approach based on a sliding training and testing window. In each step, an XGBoost model was trained, and a z-score was calculated for anomaly detection, improving energy efficiency monitoring for shopping malls.
Proxify
Bef4U Project
Bef4U, a company specializing in energy efficiency for industry and large tertiary sectors, contacted me to help build a machine learning model to detect electric consumption anomalies. I designed an online approach based on a sliding training and testing window. In each step, an XGBoost model was trained, and a z-score was calculated for anomaly detection, improving energy efficiency monitoring for shopping malls.
Proxify
Electrolux Project
Electrolux, a global leader in household appliances, aimed to forecast service call volumes during the warranty period. I developed a regression model using Markov Random Fields to predict the service call ratio (SCR) based on one year of historical data, achieving a 4.2% Mean Absolute Percentage Error (MAPE) for the food preservation category. The project successfully provided precise service call forecasts, enhancing customer service efficiency.
Proxify
Electrolux Project
Electrolux, a global leader in household appliances, aimed to forecast service call volumes during the warranty period. I developed a regression model using Markov Random Fields to predict the service call ratio (SCR) based on one year of historical data, achieving a 4.2% Mean Absolute Percentage Error (MAPE) for the food preservation category. The project successfully provided precise service call forecasts, enhancing customer service efficiency.
Proxify
Magenta Insight LTD
Magenta Insight LTD sought an AI solution to detect when water is pumped from wells using offline temperature sensors. I developed a Python-based system comprising a dashboard for visualization and parameter tuning, and a batch processing engine for analyzing sensor data. The AI model learned to identify pump usage by detecting temperature changes when water was pumped,
Proxify
Magenta Insight LTD
Magenta Insight LTD sought an AI solution to detect when water is pumped from wells using offline temperature sensors. I developed a Python-based system comprising a dashboard for visualization and parameter tuning, and a batch processing engine for analyzing sensor data. The AI model learned to identify pump usage by detecting temperature changes when water was pumped,
Proxifiy
Your Political Monitor
Your Political Monitor, led by CEO Caspar Pelle, aimed to create an advanced AI-powered web app for summarizing political messages. I was tasked with developing a demo web app where users could input text or upload PDFs to receive concise summaries without relying on Chat GPT. After researching and selecting a suitable pre-trained LLM model, I implemented LangChain's Map-Reduce and Refine techniques for handling larger documents. The app allows users to enter text, generate summaries, and view details on word count and processing time, providing accurate and timely summaries of political content.
Proxifiy
Your Political Monitor
Your Political Monitor, led by CEO Caspar Pelle, aimed to create an advanced AI-powered web app for summarizing political messages. I was tasked with developing a demo web app where users could input text or upload PDFs to receive concise summaries without relying on Chat GPT. After researching and selecting a suitable pre-trained LLM model, I implemented LangChain's Map-Reduce and Refine techniques for handling larger documents. The app allows users to enter text, generate summaries, and view details on word count and processing time, providing accurate and timely summaries of political content.
Testimonials
Testimonials
Duncan McNicholl
Co-founder & CEO at
Uptime Global
In the discovery phase, I collaborate closely with stakeholders to understand their goals and challenges, while gathering and exploring relevant datasets to define the problem statement and key metrics for success.
Caspar Pille
Co-founder & CEO at
Polpo
Through meticulous data cleaning and exploratory analysis, I refine the project scope and select appropriate modeling techniques, ensuring clarity on the problem definition and the methodology to address it effectively.
Christos Tsirogiannis
co-worker at
Polpo
I am really glad I had the opportunity to work with Roel! He is an exceptional person in terms of communication and apparently hard work. Definitely a problem solver and very independent worker regarding the tasks assigned. Overall and most importantly a very kind and fun person, always open to new challenges. It was a great opportunity to meet and learn from him.
Duncan McNicholl
Co-founder & CEO at
Uptime Global
In the discovery phase, I collaborate closely with stakeholders to understand their goals and challenges, while gathering and exploring relevant datasets to define the problem statement and key metrics for success.
Caspar Pille
Co-founder & CEO at
Polpo
Through meticulous data cleaning and exploratory analysis, I refine the project scope and select appropriate modeling techniques, ensuring clarity on the problem definition and the methodology to address it effectively.
Christos Tsirogiannis
co-worker at
Polpo
I am really glad I had the opportunity to work with Roel! He is an exceptional person in terms of communication and apparently hard work. Definitely a problem solver and very independent worker regarding the tasks assigned. Overall and most importantly a very kind and fun person, always open to new challenges. It was a great opportunity to meet and learn from him.
Duncan McNicholl
Co-founder & CEO at
Uptime Global
In the discovery phase, I collaborate closely with stakeholders to understand their goals and challenges, while gathering and exploring relevant datasets to define the problem statement and key metrics for success.
Caspar Pille
Co-founder & CEO at
Polpo
Through meticulous data cleaning and exploratory analysis, I refine the project scope and select appropriate modeling techniques, ensuring clarity on the problem definition and the methodology to address it effectively.
Christos Tsirogiannis
co-worker at
Polpo
I am really glad I had the opportunity to work with Roel! He is an exceptional person in terms of communication and apparently hard work. Definitely a problem solver and very independent worker regarding the tasks assigned. Overall and most importantly a very kind and fun person, always open to new challenges. It was a great opportunity to meet and learn from him.
Duncan McNicholl
Co-founder & CEO at
Uptime Global
In the discovery phase, I collaborate closely with stakeholders to understand their goals and challenges, while gathering and exploring relevant datasets to define the problem statement and key metrics for success.
Caspar Pille
Co-founder & CEO at
Polpo
Through meticulous data cleaning and exploratory analysis, I refine the project scope and select appropriate modeling techniques, ensuring clarity on the problem definition and the methodology to address it effectively.
Christos Tsirogiannis
co-worker at
Polpo
I am really glad I had the opportunity to work with Roel! He is an exceptional person in terms of communication and apparently hard work. Definitely a problem solver and very independent worker regarding the tasks assigned. Overall and most importantly a very kind and fun person, always open to new challenges. It was a great opportunity to meet and learn from him.
01
Discover
In the discovery phase, I collaborate closely with stakeholders to understand their goals and challenges, while gathering and exploring relevant datasets to define the problem statement and key metrics for success.
Develop
During development, I focus on training and refining models iteratively, optimizing their performance and usability while concurrently designing intuitive user interfaces to facilitate understanding and utilization of the insights generated.
03
Define
Through meticulous data cleaning and exploratory analysis, I refine the project scope and select appropriate modeling techniques, ensuring clarity on the problem definition and the methodology to address it effectively.
02
Deliver
In the final phase, I ensure the successful deployment of the solution, monitoring its performance over time and providing comprehensive documentation and reporting to stakeholders to support decision-making and ongoing maintenance efforts.
04
Specialization
Specialization
Predictive Maintenance
Sports Analytics Based on Accelerometer and Gyroscope Sensors
Image Classification Using RGB and Hyperspectral Imaging
Machine Learning with Regression Techniques for Prediction (e.g., Survival Probability, XGBoost)
Anomaly detection
Multiple aspect shortest paths
Predictive Maintenance
Sports Analytics Based on Accelerometer and Gyroscope Sensors
Image Classification Using RGB and Hyperspectral Imaging
Machine Learning with Regression Techniques for Prediction (e.g., Survival Probability, XGBoost)
Anomaly detection
Multiple aspect shortest paths
Predictive Maintenance
Sports Analytics Based on Accelerometer and Gyroscope Sensors
Image Classification Using RGB and Hyperspectral Imaging
Machine Learning with Regression Techniques for Prediction (e.g., Survival Probability, XGBoost)
Anomaly detection
Multiple aspect shortest paths
My Values
My Values
Innovative. We constantly seek out new and better ways to solve problems.
Innovative. We constantly seek out new and better ways to solve problems.
Innovative. We constantly seek out new and better ways to solve problems.
Collaboration. I work to achieve your goals and celebrate our successes.
Collaboration. I work to achieve your goals and celebrate our successes.
Collaboration. I work to achieve your goals and celebrate our successes.
Empathy. I put myself in the shoes of our customers to understand their needs.
Empathy. I put myself in the shoes of our customers to understand their needs.
Empathy. I put myself in the shoes of our customers to understand their needs.
Reliability. As the cornerstone of trust, ensuring consistency, accuracy, and dependability in all endeavors.
Reliability. As the cornerstone of trust, ensuring consistency, accuracy, and dependability in all endeavors.
Reliability. As the cornerstone of trust, ensuring consistency, accuracy, and dependability in all endeavors.
Customer obsession. I am passionate about helping my customers succeed.
Customer obsession. I am passionate about helping my customers succeed.
Customer obsession. I am passionate about helping my customers succeed.
Transparency. I believe in communicating openly and honestly with everyone.
Transparency. I believe in communicating openly and honestly with everyone.
Transparency. I believe in communicating openly and honestly with everyone.
Frequently asked questions
Frequently asked questions
Predictive Maintenance
Sports Analytics Based on Accelerometer and Gyroscope Sensors
Image Classification Using RGB and Hyperspectral Imaging
Machine Learning with Regression Techniques for Prediction (e.g., Survival Probability, XGBoost)
Anomaly detection
Multiple aspect shortest paths
Predictive Maintenance
Sports Analytics Based on Accelerometer and Gyroscope Sensors
Image Classification Using RGB and Hyperspectral Imaging
Machine Learning with Regression Techniques for Prediction (e.g., Survival Probability, XGBoost)
Anomaly detection
Multiple aspect shortest paths
Predictive Maintenance
Sports Analytics Based on Accelerometer and Gyroscope Sensors
Image Classification Using RGB and Hyperspectral Imaging
Machine Learning with Regression Techniques for Prediction (e.g., Survival Probability, XGBoost)
Anomaly detection
Multiple aspect shortest paths
Besides programming
Besides programming
Outside of programming, I find immense joy in spending quality time with my family, as they are my greatest source of happiness and inspiration. In addition to this, I am deeply passionate about teaching Hatha yoga and brewing homemade kombucha. Embracing these hobbies allows me to cultivate mindfulness, wellness, and creativity in my daily life.
Outside of programming, I find immense joy in spending quality time with my family, as they are my greatest source of happiness and inspiration. In addition to this, I am deeply passionate about teaching Hatha yoga and brewing homemade kombucha. Embracing these hobbies allows me to cultivate mindfulness, wellness, and creativity in my daily life.
Outside of programming, I find immense joy in spending quality time with my family, as they are my greatest source of happiness and inspiration. In addition to this, I am deeply passionate about teaching Hatha yoga and brewing homemade kombucha. Embracing these hobbies allows me to cultivate mindfulness, wellness, and creativity in my daily life.
“Give the ones you love, wings to fly, roots to come back and reasons to stay”
“Give the ones you love, wings to fly, roots to come back and reasons to stay”
Dalai Lama XIV
Dalai Lama XIV
Roel Heremans
senior data scientist
Schedule a call with me
Roel Heremans
senior data scientist
Schedule a call with me
Roel Heremans
senior data scientist
Schedule a call with me