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The source code is available https://github.com/ainsu23/resume.

Last updated on 2022-10-30.



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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:
  1. 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.
  2. Built a Classification model through decision tree executed with Spark using sparklyr. The fitted model with its pipelines are saved for futures predictions.
  3. 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:
  1. https://github.com/proyais/aisalud_agrupador
  2. https://github.com/proyais/aisalud_rutas
  3. 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.
  1. Automation of daily, weekly and monthly campaigns: Operational time reduced: 80 hours monthly
  2. Client assignment to salesforce using R package for mathematical modelling: Precission of assigment on 100% , operation time reduced: 4 hours monthly.
  3. 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

    1. Implementation of a Master Planning optimization model.
  1. I Developed 12 automatic reports using R
  2. 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