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):

1. Build models that improve the productivity of the company's network of brokers throughout the flow of the sales process
2. Support the construction of commercial management tools through analytics and data
3. Build KPIs related to the sales flow
4. Support different internal clients by providing data and agile data analysis
5. Build Machine Learning models for the prediction of important variables within the company (normally related to s&op, e.g. customer churn, sales prediction)
6. 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)