From business requirements to data product management & GenAI engineering

Head of Legal & Compliance Analytics

Data expertise for operators, regulators, or B2B providers.

• HTI expert: First data analyst of the new HTI data: Highly secured database (iso 27001) linking HES data (Hospital Episode Statistics) HPA data (IMS Hospital Pharmacy Audit) and CPRD data (Clinical Practice Research Datalink)- Building a deep knowledge of these complex datasets and involved in the project development from the 1st prototype (raw data) to the current optimised data warehouse- Defining processes, analysis plans, business rules and algorithms to answer client needs and improve data quality: to follow patients over time, solve duplicates/overlapping records, recognize complex drug regimens and treatment lines, improve linkage rules, analysing raw data to solve caveats- Writing scientific protocols and presenting results to non-statistician audience- CE 2012 Award winner• Client Reports & NHS Trust Feedback Reports: process, protocols, feasibility analyses, final analyses, templates, reports, meetings with clients to understand their needs and present the results• In charge of the other HTI analysts’ development/training.• Working daily on hundred millions records (1.6TB database) using MS SQL, SAS and R• Software: Microsoft SQL server 2008 R2, SAS, R, Excel 2007-2010, PowerPoint, Word, Access• Modelling: Logistic regressions, Survival Analyses (Kaplan Meier, Cox model)• Codes: ICD-10 v.2010, OPCS-4, HRG 4, BNF, Read, Multilex

Within a young and dynamic team, among all tasks the most important were:• Integration/sync of Mumble/Murmur (open source VOIP solution)• Data architecture (MySQL and PHPMyAdmin)• Languages: PHP, MySQL, XHTML and CSS

The Only Statistician of the SFE and market research departments (responsibilities, reports, explaining complex statistical concepts to non-statisticians)• Targeting: Typological/Multivariate Analysis on large data sets, clustering trees, factor analysis, PCA• Reporting: Sales Analysis (regressions, time series, forecasting, modelling, bootstrap) Marketing Effectiveness (ANOVA, regressions, correlations)• Developing: Stochastic Simulation on particular population using Monté Carlo method allowing market modelling and forecasting