Sonatafy Nearshore Software Development

Data Scientist

Candidate CV

Data Scientist Summary

As a Data Scientist, Modeling dynamic biological systems, developing, and optimize algorithms, and designing and implementing computational tools for the study of biological networks.

Data Scientist Book Publications

  • 1. (2020). “A Computational Model of the Endothelial to Mesenchymal Transition.” Frontiers in genetics 11 40.
  • 2. (2017). A network model to explore the effect of the micro-environment on endothelial cell behavior during angiogenesis. Frontiers in Physiology, 8, 960.
  • 3. (2017). “The combination of the functionalities of feedback circuits is determinant for the attractors’ number and size in pathway-like Boolean networks.” Scientific Reports 7: 42023.
  • 4. (2015). “A model of the regulatory network involved in the control of the cell cycle and cell differentiation in the Caenorhabditis elegans vulva.” BMC bioinformatics 16, no. 1: 1.
  • 5. (2013). “A network model for the specification of vulval precursor cells and cell fusion control in Caenorhabditis elegans.” Frontiers in genetics 4: 112.
  • 6. (2014). “Finding missing interactions of the Arabidopsis thaliana root stem cell niche gene regulatory network.” Root systems biology: 97.
  • 7. (2016). “Computational Simulation of the Hemodynamic Behavior of a Blood Vessel Network.” In Latin American High-Performance Computing Conference, pp. 279–288. Springer, Cham.
  • 8. (2016). “Organogenesis of the C. elegans Vulva and Control of Cell Fusion.” In Organogenetic Gene Networks, pp. 9-56. Springer International Publishing.
  • 9. (2015). “Modeling the Blood Vessels of the Brain.” In International Conference on Supercomputing, pp. 535- 554. Springer International Publishing.
  • 10. (2013). “Finding
    Missing Interactions in Gene Regulatory Networks Using Boolean Models.” In Proceedings of the European Conference on Complex Systems 2012, pp. 543-551. Springer International Publishing.
  • 11.  (2012). “Building qualitative models of plant regulatory networks with SQUAD.” Frontiers in plant science 3: 72.

Post-Doctoral Researcher – April 2018 – March 2021


  • Modeling endothelial cell behavior during vasculogenesis, angiogenesis, and arteriogenesis. Modeling brain hemodynamics and studying brain arterial malformations.
  • ABACUS Centro de Matemáticas Aplicadas, CINVESTAV-IPN, Estado de México, Mexico

Data Scientist Researcher

August 2015 – March 2018


  • Modeling endothelial cell behavior during vasculogenesis, angiogenesis, and arteriogenesis. Modeling brain hemodynamics and studying brain arterial malformations.
  • MolySym, Inc., Cambridge, MA

Software Development Consultant

June 2008 – October 2008


  • Developed implemented and debugged a data visualization application using Microsoft XNA.

Web Programming Instructor

September 2007 – December 2007



  • Taught basic computer science, computer architecture, networks, HTML
    and PHP.
  • Computer Science Tutor, 09/2005-01/2008 Assisted and tutored students in C and C++ software development.

The Sonatafy Advantage The Sonatafy Advantage

The Company’s software service offerings are widely recognized as “best of breed”, targeting enterprises ranging from Small to Medium Sized businesses through Fortune 500 companies to better help:

  • Maximize the entire software development life-cycle investment
  • Executives and managers trust the development process, which helps reduce micromanagement, allowing increased focus on day-to-day business decisions

What makes Sonatafy unique?

  • US based management providing thought leadership, oversight and consulting
  • Speed of proposals and solution delivery
  • Low employee attrition rate <7%
  • Operating history and marquee clients
  • Proven recruiting and screening systems/processes
  • Align solution to client needs
  • Ongoing management / oversight of career growth and continued education for placed resources, which is unique in our industry
  • We offer comprehensive code audits

While Sonatafy works well in any industry, the Company has achieved significant traction and domain expertise in several high-profile sectors such as:

  • Healthcare, Financial Services, Software Services, SaaS and Consumer Products

The Sonatafy Advantage Why Choose Sonatafy