Development of conversational AI agents to conduct phone interviews for market research, social impact measurement, and enumerator training
LLM fine-tuning, training, and benchmarking for underrepresented languages, including Swahili and Latin American languages
Implementing automatic generation of visualizations and infographics using LLMs for client data.
Student Researcher
Meta Inc. (formerly Facebook)
CTIS Survey Invitation Experiment: Researched the impact of survey invitations on response metrics and sample composition by testing
different worded survey invitations for improved data collection
Investigated the impact of the Covid-19 pandemic on mental health by analysing the largest remote global health survey to date (CTIS) and modelling the risk of individuals reporting mental health problems
Working Student Data Science
MTU Aero Engines
Established Data Warehouse Infrastructure and reliable ETL processes by developing an (internal) Python library pypeline and an (internal) R Package datapipelineR to increase maintainability, robustness and monitoring of big data pipelines for all databases
Education
PhD Population Health
University of Oxford
Examining the co-distribution of malaria and schistosomiasis in rural Uganda. Supervised by Dr Goylette Chami, Schistotrack Group
MSc Statistical Science
University of Oxford
Courses included:
Statistical Machine Learning and Computational Statistics
Bayesian Statistics and Advanced Simulation Methods
Graphical Models and Mathematical Genetics
BSc Statistics
Ludwig-Maximilians-University Munich
Courses included:
Minor: Computer Science
Probability theory & Linear Algebra
Regression analysis, hypothesis testing, and experimental design
Languages
English (fluent), Chinese (conversational), German (native)