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Andrés Felipe Insuasty Ch.
I have implemented 2 internal packages in my previous works. Currently I have been part of developing packages and shiny apps for health industry in Colombia. On my blog, I give some tips recorded from my work
Experience
Data Scientist
Siigo
Remote
Current - 01/07/2022
- Participation in Data Science projects:
- Built an unsupervised classification model (kmeans) for identifying clusters in the salesforce (using tidy and broom from R), collaborate in the development of a PowerBI dashboard for sales area.
- Built a Classification model through decision tree executed with Spark using sparklyr. The fitted model with its pipelines are saved for futures predictions.
- Contribution in the construction of training y testing bases (Using SQL) for a recommendation model.
- R, Sparklyr, Python, SQL, Databricks, Microsoft Azure, Tidymodels, PowerBI
R / Shiny developer
MD&CO Consulting
Remote
06/06/2022 - 12/07/2021
- Help on the develpment of shiny solutions to health sector in Colombia. Projects:
- https://github.com/proyais/aisalud_agrupador
- https://github.com/proyais/aisalud_rutas
- https://github.com/proyais/aisalud
- R, Shiny, SQL, GitHub, GitLab
Campaigns coordinator - Data Analytics
Banco Agrario de Colombia
Bogotá, Colombia
10/07/2021 - 01/08/2020
- Creator of an internal R package to manage sales campaigns in the bank.
- Automation of daily, weekly and monthly campaigns: Operational time reduced: 80 hours monthly
- Client assignment to salesforce using R package for mathematical modelling: Precission of assigment on 100% , operation time reduced: 4 hours monthly.
- Use of git to manage control version in the package among the team.
- R, ompr, SQL
Business Analyst
Ajover S.A.S
Bogotá, Colombia
20/03/2020 - 03/13/2017
- Implementation of a Master Planning optimization model.
- I Developed 12 automatic reports using R
- Tunning ETL process trought SQL.
- R, SQL, IBM_ILOG, JIRA
Process Analyst
Carvajal Tecnologia y Servicios
Cali, Colombia
03/10/2017 - 11/11/2015
- Led 3 Analytics projects using QlickView as a BI tool: Vendor Analytics, Daily Cash Flow and Cash flow forecasting
- R
Project Engineer
DecisionWare
Madrid, Spain
01/08/2015 - 01/07/2014
- Support (Technical and commercial) on projects focused on improving and optimizing business processes using Operations Research, Mathematical Modelling.
- AMPL, IBM_ILOG
Education
MSc. Statistics and Operations Research
Universitat Politècnica de Catalunya
Barcelona, Spain
12/07/2015 - 12/07/2013
- Focused on Operations Reasearch
- R, SQL, AMPL, ML
B.S., Industrial Enginner
Universidad Icesi
Cali, Colombia
12/07/2012 - 12/07/2007
- AMPL, Excel, PowerPoint, Word