Open to opportunities

Luis García Molina

@luisgarcamolina

Message

Clinical data scientist applying AI to generate actionable medical insights.

Spain

Message

What I'm looking for

I seek roles applying ML/NLP to clinical data within collaborative, regulated environments where I can drive RWD harmonization, automated QC, and evidence generation while growing technical and domain expertise.

I am a clinical data scientist who bridges artificial intelligence and medical expertise to deliver data-driven solutions for healthcare and biotech. I design and implement reproducible ML pipelines, harmonize real-world data, and ensure regulatory compliance to produce analysis-ready datasets.

At MedSavana I led RWD lifecycle activities—vendor onboarding, harmonization to OMOP CDM, automated QC pipelines, and NLP model integration—consolidating patient-level records from 20+ hospitals and accelerating delivery while preserving audit readiness.

I collaborate closely with clinicians, statisticians, and engineers to produce interpretable analyses, support publications, and generate business value; I focus on continuous learning and pragmatic implementation of ML in regulated healthcare settings.

Experience

Work history, roles, and key accomplishments

Clinical Data Scientist

MedSavana S.L.

Apr 2022 - Nov 2024 (2 years 7 months)

Engineered RWE pipelines and NLP ML models for observational and prognostic studies, consolidating patient-level records from 20+ hospitals and implementing OMOP CDM to reduce harmonization inconsistencies by 30%. Automated QC and ML lifecycle steps, improving sensitivity (>98%) for ingestion anomaly detection and generating €3M+ in revenue through annotation projects.

OMOP Python SQL NLP AWS Data Harmonization ML Lifecycle

Pharma Activation Manager

Johnson & Johnson S.A.

Oct 2019 - Feb 2020 (4 months)

Coordinated nationwide pharmaceutical brand activations managing ~20 ambassadors, designed GTM strategy for an OTC brand with 30+ execution guidelines, and delivered dashboards that improved ROI visibility for senior leadership.

Go To Market Regulatory Compliance Training Development ROI Analysis

Business Unit Support

Pfizer S.L.U.

Jun 2019 - Oct 2019 (4 months)

Supported Pricing & Reimbursement team to develop compliant market access strategies, administered CRM via SAP, and implemented commercial policies that identified new business opportunities and supported sales growth.

Market Access CRM Commercial Strategy Compliance Stakeholder Management Policy Implementation

Assistant Pharmacist

Pharmacy Office Lda. Guadalupe Becerra

Mar 2015 - Oct 2018 (3 years 7 months)

Provided pharmaceutical care and pharmacovigilance, assisted in medication dispensing and adverse event reporting, and maintained efficient pharmacy operations to ensure patient safety and satisfaction.

Pharmaceutical Care Pharmacovigilance Patient Counseling Inventory Management Regulatory Compliance