About me
I am a postdoctoral research fellow at Integreat – the Norwegian Centre for Knowledge-driven Machine Learning at University of Oslo (UiO). I am an international Fulbright scholar.
Research and academic profile
My research develops methodology at the intersection of causal inference and machine learning. It spans several topics, including:
- Causal inference under network interference,
- Modified stochastic interventions,
- Selection mechanisms and mechanism shifts,
- Graphical representations of causal models,
- Partial identification of counterfactual queries.
I recently completed a PhD (Statistics) at the Department of Mathematics, UiO. My academic background also includes:
Professional experience
I have worked as a researcher, consultant, and lead data scientist on projects involving:
- Evaluating the benefits of pharmacological treatment for children with ADHD,
- Analyzing international trade and investment flows,
- Designing and assessing randomized experiments for mobile banking products, and
- Quantitatively benchmarking regional competitiveness.
Scholarships and grants
2023: Germany exchange program with the Helmholtz Information & Data Science Academy (HIDA) – Norwegian Artificial Intelligence Research Consortium (NORA).
2019–2021: International Fulbright scholar program – United States Department of State.
2015–2018: High-level human capital training program for the regions – Ministry of Science, Technology and Innovation of Colombia.
2008–2012: Quiero Estudiar scholarship program – UniAndes.