Experts in applied artificial intelligence, data science, decision support systems.
IT management, PMO and product management.
Services in clinical study coordination.
We design, architect and implement predictive and prescriptive analytics decision systems for your business.
We combine software development, artificial intelligence and data science techniques, and advanced software architectures.
We perform research services in our technology field, to provide you with the best decision support or analytics solution.
We offer focused research, proof of concepts and technical design services.
We provide IT management services and software development services.
We can lead or assist in data science driven product development.
We have experience in product management and product owner roles.
We have a broad expertise in the healthcare / clinical research domain.
We provide specific services in clinical trial study coordination, clinical compliance and study coordination.
Standard Operation Procedures (SOP), compliance with GCP, trainings, CRF development, project management.
Monitoring services, multi-centre study coordination.
Study site coordinator services, study nurse services.
Introduction to Clinical Research.
ICH-GCP for investigators and clinical site personnel.
Some of our analytics system engineering projects
reflecting our experience.
Customer Churn Prediction models in healthcare.
Machine learning with random forest models and MBA models.
Predictive maintenance and operational analytics for airport services.
Operational monitoring workbench with integrated prediction models for baggage handling system maintenance.
Architecture and organization assessments on data integration.
Data integration consulting for european agencies.
Prediction models on industrial quality analytics for various industries.
R&D on recommendation engines for news publication product of large media group.
Architecture, design and implementation for decision support in domain of smart grids and demand-supply multi-agents.
Simulation model for risk management for approval of personal loans and financing.
ANN classification and scoring models.
Model for risk analysis for cash credits and investments credits.
ANN classification and scoring models.
Multi-user fault-diagnosis system of subway trains.
Process and administration on compliance workflows.
Parameter-optimization in insurance models.
GA models on parameter setting variations.
Data Analytics on analysis customer usage data for behavioral segmentation.
Image clustering using local descriptors, metric tree indexing and constraint-based ranking.
Machine translation using large-scale web content extraction and mapping.
Semantic analysis of text for copyright infringement cases.
Decision support systems for full availability trademark searching.
Retrieval and scoring systems for IP (patents, trademarks & common law).
BI and analytics in healthcare.
Automatic taxonomy categorization of global regulatory content.
Deep learning with word embeddings (word2vec) for semantic text expansions.
Taxonomy learning for legal tech.
Graph algorithms (random walk) for predicting probable assignees for US patent applications.
Named entity recognition for automatic tagging of IP content.
NER for semantic tagging of media content.
NER for legal tech.
Trademark similarity matching system for Global Trademark Word Watching.
Explicit logic and machine learning based.
Exec/IT/Product Management roles
we have experience with.
Technical development roles
we have fulfilled.
Functions in clinical study coordination
we have performed.
Leadership roles (CTO, VP IT) of 80+ Tech organizations in international businesses (300+ employees).
Lead of product management teams, product owner roles, lead of product development teams.
PMO and portfolio management.
Program, project and change management roles in international organizations.
Hands-on leadership of high-performance teams for application development (agile) and R&D.
Defining and building org structure, teams and best practices for software dev, product, IT operations and architecture.
Build data science and software development teams.
Solution design and architectures in enterprise contexts.
Design and management of enterprise architectures (UML, EA, Archimate, etc.).
Software development and software architecture roles.
Chief data science roles.
Data science solution development roles.
Clinical compliance management, SOP review, revision of protocols and CRF, trainings.
CRA tasks as defined by GCP guidelines for monitoring clinical trials, such as those elaborated by ICH.
Clinical study coordinator and study nursing roles on behalf of the site.
The Latin verb CERNO (cernere, ind. present, 1st pers. sg.)
has different meanings, reflecting our core technologies and expertise:
CERNO was established in 2012.
The principal consultants in data science and system engineering have more than 25 years professional experience in the AI and software engineering domain.
The principal consultant in clinical study coordination services has 29 years professional experience in clinical studies.
We provide our consulting and project services on contract basis. CERNO is based in Belgium, where we provide on-site services. We provide telecommute and remote consulting work to international clients.
CERNO consultants have done projects in Belgium, but also throughout the EU and in the US.