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Santiago Lopez Carmona

data scientist
Skills
(Self-evaluation)
Machine learning 90%
SQL 90%
Python 85%
Excel 80%
Blue 70%
Power BI 70%
Docker 70%
Spark 70%
Spss 70%
AWS 70%
Languages
English:
  • Speaking
    70%
  • Reading
    70%
  • Writing
    70%
Spanish:
  • Writing
    70%
  • Reading
    70%
  • Speaking
    70%
Professional profile

Work experience

Data Scientist
sqdm | January 2021 - Present (5 years 10 months)
Used skills

Development of a predictive model based on time series that allows predicting the failure of mobile coverage equipment with 92% accuracy Predict the type of failure that a coverage base station will present, developing a predictive classification model with 78% accuracy.

Major achievement

Save the company time and equipment maintenance costs, predicting the type of power supply that guarantees constant operation with 84% accuracy. Construction of ETLs for the automation of reports.

Data Scientist
claro colombia | January 2021 - January 2021
Used skills

Identify new insights and fraud trends on company sales

Major achievement

Improve the percentage of fraud detection in the company through a predictive model that identifies a fraudulent sale with 90% accuracy.

Education experience
Mechatronic Engineering
Universidad militar nueva granada | Undergraduate
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