Commercial Excellence Data Analyst · Healthcare & MedTech
📍 Paris, France · 🌏 Open to relocation — Southeast Asia & International
I work at the intersection of healthcare commercial analytics and data engineering — designing and maintaining automated reporting systems for a home healthcare provider (PSAD) covering 6 regions across France.
My edge is a combination that's rarely found in one profile: deep familiarity with French national health datasets (Open LPP, RPPS, FINESS, CCAM, PMSI), hands-on data pipeline engineering (Python, Power Query ETL, VBA automation), and direct experience turning that into commercial performance dashboards used by sales teams and C-level management.
- 🏥 Current role — Data Analyst – Performance Commerciale @ Asten Santé · Building and owning the full automated reporting ecosystem across respiratory & nutrition product lines
- 🎓 Education — Data Analyst diploma · Mines de Paris · Validated AI/ML competency block (RNCP)
- 🔬 Research interest — Healthcare market intelligence using open public data: prescriber analysis, market share modelling, regional epidemiology
- 🌏 Target — Healthcare data / BI / commercial excellence roles in Southeast Asia
| Project | What it does | Stack | Live |
|---|---|---|---|
| Observatoire TDAH 🇫🇷 | National epidemiological analysis of ADHD in France using public health data — prescriptions, regional disparities, demographic trends | Python · Streamlit · Plotly | → App |
| Depression Screening | PHQ-9 score prediction with interactive clinician dashboard — portfolio ML demo | Python · Streamlit · scikit-learn | → App |
| Autism Screening | DSM-5-based classifier with SHAP explainability — portfolio demo | Random Forest · SHAP · Streamlit | → App |
| ADHD Screening | Adult screening model with LIME/SHAP transparency — portfolio demo | Random Forest · Streamlit | → App |
The screening apps are portfolio demonstrations built on public datasets — not clinical-grade diagnostic tools.
| Project | What it does | Stack | Live |
|---|---|---|---|
| Neuroscreen Workplace | Neurodiversity inclusion toolkit for HR teams — screening, manager dashboard, accommodation library | Python · Streamlit · scikit-learn | → App |
| Gaming Workforce Observatory | Salary & talent benchmarking across the gaming industry — web-scraped dataset, Altair charts | Python · Altair · pandas | → App |
| HR Analytics — Gaming Industry | Workforce planning & diversity KPIs — portfolio case study, not affiliated with any company | SQL · Python · Power BI | → App |
Core analytics
Visualisation & reporting
Machine learning & explainability
Healthcare data sources I work with
Open LPP Open Medic CCAM PMSI MCO/HAD RPPS FINESS Cartographie pathologies CNAM Medic'AM
🔭 French healthcare open data analytics — A public repository exploring market intelligence using national reimbursement data: prescriber mapping (RPPS × Open LPP), regional market share modelling, and product-level trend analysis. Target completion: Q3 2026.
📧 chenouri.remi@proton.me · 🔗 LinkedIn
Bridging healthcare commercial analytics and data engineering — with a focus on measurable business impact and medical intelligence.