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Education

Selected Research Experience

Postdoc Fellowship, Dana Farber Cancer Institute/Harvard School of Medicine

  • Functional Genomics on RUNX1
    • Access the functional effect of homozygous pathogenic RUNX1 mutations.
  • Machine Learning and Deep Learning
    • Develop a learning pipeline that predicts the functional outcome of unknown variants from a single nucleotide mutations.
  • Bioinformatics and Data Analysis
    • Assessing the factors that underpin the high prevalence of clonal hematopoiesis in sickle cell patients.

Postdoc Fellowship, T.H. Chan Harvard School of Public Health

  • Differential Privacy and Metapopulation Models
    • Access the impact of differential privacy mechanics on epidemiological models using computer simulation.
  • Assessment of Epidemiological Metrics in the Case of Disasters
    • Develop the methodology and new metrics that account for mobility data in the case of disaster.
  • Develop Modular Applications
    • Develop a modular software quantifying the impact of noisy data on the metapopulation model. Development and Management of a web-deployed dashboard producing actionable reports after a disaster denoted ReadyMapper.

Junior Researcher, University of Bonn

  • System Modelling and Network Analysis
    • Expert meeting and group modeling of the driving factors underlining the persistence of malaria in urban settings using Accra (Ghana) as a case study.
  • Statistical Modeling and Machine Learning
    • Investigation of trends and identification of clustering in malaria epidemics in Ghana using the multilevel model and geostatistics methods.
  • Mathematical Modelling and Computer Simulation
    • Develop a patch Eulerian model that informs the dynamics of malaria in urban settings. Study of the stability of the mathematical model. Calibrate the mathematical model with real data using partially observed Markov methods. Simulated community behavior and mobility using the mechanistic model developed. Assess the robustness of the developed mechanistic model.
  • Mathematical Modeling
    • Formulation and refinement of maths-prone models with an emphasis on malaria-model-based human mobility.

Most Recent Teaching Experience

Awards, Scholarships, Fellowships, and Grants

Certifications

Selected Conferences, Presentations, and Talks

Technical Skills and Application Developed

Selected Services to the Scientific Community