Sebastian Sanchez Padilla

I am a bilingual (C1) industrial engineer from the National University of Colombia, and a Data Scientist. I have an emphasis on data analysis, machine learning models and automation. I have experience as a data scientist in a start-up (proptech).

I have knowledge of technological tools such as Python, SQL, Tableau, GitLab, Pandas, Sklearn.

With skills for implementing agile and sustainable solutions.

Data Scientist at Habi (Since January 2022):

• Build models that improve the productivity of the company's network of brokers throughout the flow of the sales process
• Support the construction of commercial management tools through analytics and data
• Build KPIs related to the sales flow
• Support different internal clients by providing data and agile data analysis
• Build Machine Learning models for the prediction of important variables within the company (normally related to s&op, e.g. customer churn, sales prediction)
• Automate internal customer processes through the development of technological tools

Achievements

• Reduce operation times by 20% from the implementation of a withdrawal model with f1 > 0.92
• Unify the company's unit cost processes by building an API, guaranteeing the traceability of costs and their calculations

Aptitudes: Data Science · Artificial Intelligence · Machine Learning - Data Visualization · Python · GitLab · Data Analysis · SQL · Tableau

Ingeniero Industrial de la Universidad Nacional

Master in Artificial Intelligence at Pontificia Unicersidad Javeriana (on course)