Aslane Mortreau

1. About  the company

Aslane Mortreau Consulting is a data science and AI consulting company specialized in biomedical engineering, biostatistics, R&D digitalization, and advanced data pipelines. With more than 2 years of experience supporting pharmaceutical, cosmetic, and biotech organizations, I help teams transform raw scientific data into actionable insights, automated workflows, and decision-ready analytics. My mission is to make complex scientific data simple, automated, and exploitable, enabling R&D teams to accelerate discoveries, ensure data quality, and scale their operations efficiently.

2. How  I can  help you with Constellab

I support clients across the full Constellab ecosystem by combining strong data engineering, biostatistics, and applied AI expertise with a deep understanding of laboratory and clinical workflows.

My contribution includes:

• End-to-end Constellab project implementation: laboratory bricks, clinical analytics, data pipelines, automation, dashboards, and AI-based bricks.
• Integration & adoption: helping teams structure their bricks, define workflows, connect their instruments, migrate legacy processes, and operationalize analyses.
• Data structuring and governance: transforming heterogeneous R&D datasets (omics, LC-MS, PCR, OCT, histology, PK, clinical efficacy…) into standardized, reproducible pipelines.
• Biostatistics & modeling: mixed models, survival analysis, PK-NCA, machine learning, toxicity prediction, and experimental design.
• Acceleration of analyses: automating repeated tasks, reducing manual errors, and enabling scientists to obtain results in minutes instead of hours or days.

I make Constellab even more powerful by ensuring clean data, reproducible pipelines, intelligent automations, and advanced analytics directly embedded inside bricks.

3. My offers and services

Integration & Deployment

• Setup and configuration of Constellab bricks (lab, clinical, data, automation, AI).
• Connection of laboratory instruments, databases, APIs, and external services.
• Migration of existing R&D workflows into Constellab.

Data & AI

• Data cleaning, structuring, harmonization, and governance.
• Biostatistical analyses: mixed models, PK-NCA, survival, longitudinal studies.
• AI/ML models: prediction, clustering, embeddings, metric learning, peptide modeling.

Laboratory & R&D

• Digitalization of lab workflows.
• Biological data analysis (omics, imaging, peptides).
• PK analytics, bioequivalence, dose-response.
• Support for regulatory and compliance workflows.

Training & Support

• Training of scientific teams to Constellab workflows.
• Documentation, SOPs, reproducibility frameworks.
• Continuous support, updates, and iterative improvements of bricks.

4. My strengths and differentiators

• Dual expertise technical + scientific: Data engineering + biostatistics + biomedical background.
• Experience in real R&D environments
• Speed and execution quality: ability to deliver quickly with clean, production-ready code.
• Communication & pedagogy: scientists appreciate my clarity and ability to translate complex topics into actionable insights.
• Versatility: I can support lab teams, data teams, management, and R&D strategy.

Clients appreciate my reactivity, reliability, technical excellence, and my ability to understand both their scientific and operational needs.

5. My contact information

• Email: aslane@mortreau.net
• Phone: +33 6 27 66 05 07
• Website: https://mortreau.net
• Location: Orléans, France (working remotely worldwide)