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GEN2i – NextGen Biological Data Integration

Autonomy & Tools

Made for you if you need

  • Autonomy : reduced dependence on external services
  • Confidence : robust, reproducible, documented workflows
  • Time : less technical back-and-forth, faster research progress
  • Clarity : focus on hypotheses and discoveries instead of troubleshooting
  • Autonomy : reduced dependence on external services
  • Confidence : robust, reproducible, documented workflows
  • Time : less technical back-and-forth, faster research progress
  • Clarity : focus on hypotheses and discoveries instead of troubleshooting
Empower your journey

Take control of your data

We equip you to analyze and make decisions without writing code, and we train your team to sustain these practices.
  • Two complementary drivers
We combine no-code interfaces and training to empower your team to perform their daily analyses independently, while maintaining best practices for reproducibility.
Introduction to R and Python
Get familiar with the powerful programming languages Python and R, as well as key libraries for analyzing NGS (Next-Generation Sequencing) and omics data.
Master workflow automation and pipeline creation using the versatile Snakemake framework. These skills are essential for efficient and reproducible management of your analyses.
Master the art of integrating next-generation sequencing data, covering techniques such as ChIP-seq, RNA-seq, Hi-C, and more. This also includes other one-dimensional sequencing techniques such as miRNA-seq, GRO-seq, TT-seq, ATAC-seq, and WGS.
Strengthen team cohesion while improving your project management skills, specifically tailored to the dynamic field of biology and bioinformatics. This includes the use of tools such as ClickUp for seamless collaboration and effective tracking.
Interactive tools

Custom no-code interfaces (Shiny/web)

  • Cluster inspection, comparisons, exports for figures
  • Signature/pathway screens, interactive reports
  • Role management, dataset selectors

Delivered packaged with code + README, user guide, test sets.

Skills development

Hands-on R/Python & omics training

  • Beginner to advanced courses, tailored to your data
  • Notebooks, materials, exercise datasets, multiple-choice questions
  • Assessment of learning + progression plan
Face-to-face or remote formats, half-day to multi-day courses. “Reproducible workflows & automation” module available.
Interactive tools

Custom no-code interfaces (Shiny/web)

  • Cluster inspection, comparisons, exports for figures
  • Signature/pathway screens, interactive reports
  • Role management, dataset selectors

Delivered packaged with code + README, user guide, test sets.

Skills development

Hands-on R/Python & omics training

  • Beginner to advanced courses, tailored to your data
  • Notebooks, materials, exercise datasets, multiple-choice questions
  • Assessment of learning + progression plan
Face-to-face or remote formats, half-day to multi-day courses. “Reproducible workflows & automation” module available.

Give your team the skills to make science happen.

Talk to us today
Frequent applications

Recurring exploration

Empower the team to compare groups/conditions, generate consistent figures, and share quickly.

Core facility platform

Standardize the user experience and ensure quality with dedicated apps and maintainable documentation.

Team onboarding

Quickly train new members on your stack (R/Python) and your datasets.

Tangible results for your research

Our programs combines theory with hands-on practice, ensuring that participants not only understand bioinformatics but can apply it effectively. Step by step, your team will learn how to:

Design reproducible and FAIR-compliant analyses

You will learn how to design and execute analyses that comply with FAIR (Findable, Accessible, Interoperable, Reusable) principles, ensuring the reliability and traceability of your research.

Master complex data analysis

You will acquire the ability to analyze and integrate multi-omic and multi-dimensional data, from genomics (NGS) to metabolomics and proteomics (MS). This includes the ability to understand and work with “next-generation sequencing (NGS) data” and “modeling and simulation.”

Develop effective research project management

You will improve the coordination and communication of your genomics research projects, even the most complex ones, using integrated tracking systems and collaborative platforms.
By democratizing access to complex data analysis, our training courses aim to accelerate the pace of discoveries in biology and medicine, allowing your researchers to focus fully on hypotheses and results.
What you get
  • Cluster inspection, comparisons, exports for figures
  • Tools directly applicable to your projects

  • Improved autonomy in data analysis
  • A responsive teaching team attuned to your needs
Deployment

Bringing your tools
to life

Installation recipes, upgrade scripts, versioning policies, lightweight monitoring, and admin handover sessions.
Transfer

Ownership
& autonomy

You own the deliverables. We document, train, and remain available for start-up support.

Ready to master your own data?

The best time to boost your team’s skills is today.
Let’s get started
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