Senior Data Scientist

I evaluate and improve generative AI model performance by assessing LLM outputs across multimodal data, including text, speech, image, and video. My work covers dialogue quality, factual accuracy, response ranking, and trustworthy labelled-data workflows.

I perform root cause analysis on systematic training-data quality issues and support continuous data-improvement initiatives. I serve as an ML data operations subject matter expert, provide guidance on annotation standards and evaluation frameworks, and identify scalable process improvements while maintaining responsible AI and confidentiality standards.

I partnered with Product, Software, and Clinical teams to define analytical requirements, success metrics, and data-driven solutions aligned with business objectives. I rebuilt a core customer data assay to improve data quality and reliability.

I translated complex analytical outputs into clear recommendations for non-technical stakeholders. I also acted as an analytics SME and internal consultant, mentored colleagues through troubleshooting sessions, and collaborated on improving the reliability and scalability of internal analysis tools and pipelines.

I developed automated tracking systems that streamlined data operations and improved traceability across analytical workflows.

I collaborated with the Data Science team to align analytical strategy with research goals and product-roadmap priorities, supporting the delivery of reliable analytical outputs.

I designed and deployed end-to-end interactive Python dashboards using Dash and Plotly for executive stakeholders. These dashboards automated reporting workflows and converted complex data into actionable business insight.

I built and validated high-dimensional clustering algorithms in R, including FlowSOM and Phenograph. I applied statistical modelling and machine learning techniques to identify patterns in complex datasets.

I applied Design of Experiments and Analytical Quality by Design principles to develop data-validation and quality frameworks in a GMP-regulated environment.

I translated operational needs into technical specifications for analytical and data workflows, helping ensure compliance with industry governance standards.

I worked in researcher and technician roles across academic institutions in the UK, Mexico, the Netherlands, and Italy, supporting biomedical research activities.

My responsibilities included experimental design, statistical analysis, and mentoring junior researchers.

PhD in Medical Sciences with a specialization in Immunology.

Master of Science in Medical Biotechnology.

Bachelor of Science in Biotechnology.