CV

Education

• B.S. in Nanotecnhology, Centro de Nanociencias y Nanotecnología - UNAM, 2017
• M.S. in Medical Physics, Instituto de Física - UNAM, 2020
• Graduate Specialization in Applied Statistics, Instituto de Investigaciones en Matemáticas Aplicadas y Sistemas - UNAM, 2022
• Graduate Specialization in High Performance Computing, Instituto de Investigaciones en Matemáticas Aplicadas y Sistemas - UNAM, 2023

Work experience

• 2021-present: Data Scientist
  • Clikalia
  • Duties included: Strategies to develop sofware product for adquisition departament.
• 2022-2023: Data Engineer
  • Instituto de Ciencias Nucleares - UNAM
  • Duties included: Using the grid infrestructure to an aplication of proteomics project
  • Supervisor: Dr. Lukas Nellen
• 2021-2022: Data Scientist
  • FACMED-UNAM
  • Duties included: Research of models to prognosis
• 2018-2020: Research Statistician and quality engineer
  • Laboratorio de Física Médica - INNN
  • Duties included: Evaluate the performance of new radiosurgy protocols using information of radiocromics films with hypothesis testing.

Technologies experience

• Programing languages: Python, Matlab, Java, SQL, NoSQL, Batch, Unix Shell, R, Julia, Fortran.
• Data Science Stack: SciPy, Numpy, statsModels, Scikit-Learn, TensorFlow.
• Data Engineer Stack: AirFlow, MLFlow, Numba, GitHub, KubeFlow, MongoDB, Postgresql, Cosmmos DB
• Data Analyst Stack: PowerBI, Pandas, MatplotLib, SeaBorn, Excel, Word, PowerPoint.
• Methodologies Stack: Scrum (Agile).
• Concurrent and distributed programming: Synchronization mechanisms (critical section, Semaphore, monitors, message passing interface [OpenMP, OpenMPI], Multithreading).
• Languages type experience: Declarative languages, Imperative languages, Object-oriented languages.
• Virtual Machine Administration: ProxMox, VRMachine.
• Operative System: Windows, Linux(Unix Shell), MacOS.

Publications

• Bachelor’s thesis Dilucidación de la primera demostración del teorema adiabático Adviser: Dr. Armando Reyes Serrato
• Master’s thesis Impacto de los factores de correción de salida propuestos por el código de práctica TRS-483 del OIEA en el cálculo de distribuciones de dosis Adviser: Dra. Olivia García Garduño
• Article The impact of output correction factor in non-conventional radiation fields for dose distribution calculation in radiosurgery: Preliminary results