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Dylan Alejandro Montoya Lora

YOUNG RESEARCHER ITM (DATA ENGINEER)
Skills
(Self-evaluation)
Listens 100%
Leadership 100%
Teamwork 100%
Python 90%
Nlp 90%
SQL 80%
Big data 75%
Languages
English:
  • Speaking
    70%
  • Reading
    70%
  • Writing
    70%
Professional profile

Biomedical engineer with more than a year of experience in the computational analysis sector, I have knowledge in Machine Learning, Natural Language Processing. In recent months I have dedicated myself to the creation of NER models.

Work experience

Young Investigator
instituto tecnológico metropolitano | February 2021 - Present (5 years 9 months)
Used skills

I have worked in Python since undergraduate, where I took the artificial intelligence elective, later I became a young researcher where I am characterizing unstructured data (text) using rule-based models and machine learning models in order to recognize named entities in clinical histories, such as sign symptom, procedure, clinical problem, substance and anatomy.

Major achievement

I have worked with Transfer Learning and I have done Fine Tuning with complex models, I have processed and characterized data that has been a personal challenge. Finally, I have managed to better understand the functioning of the models by delving into the subject of mathematical equations.

Biomedical Engineer (Professional Internship)
clínica el rosario | February 2021 - September 2021 (7 months)
Used skills

Carry out corrective and preventive maintenance of the medical equipment of the institution, in addition to carrying out the management both in the organization of the dates for maintenance and also organizing the legal documentation of the same.

Major achievement

I developed and renovated an automatic water supply system for the institution implementing SCADA with PLC, thus producing software for engineering staff that allows them to control and monitor this industrial process remotely.

Education experience
Other not Specified
Itm instituto tecnológico metropolitano | Undergraduate
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