Federico Gonzalez
Buenos Aires, Argentina
fd.gonzalez@live.com.ar
I am experienced in Data Engineering and Data Science.
I am experienced in Data Engineering and Data Science.
Company asked us to create a POC related to VERTEX AI. I’ve worked in the ETL process and the automation using VERTEX’s API with python to create an incremental model for image classification. For this I've used: python, jupyter, dataproc, bigquery, composer and vertex’s api. Functionalities: image resizing, nsfw censorship, checking for duplicates. Currently working for a big client that produces packaged goods as a PM and Data Engineer in the development of a system to detect product placement and to automate the necessity of actions related to it.
ETL process using python with pandas and pyspark. Also we use some Alteryx when we were doing ELT. Implementation of AWS EC2 to run the ETL process as unattended as possible using cron jobs to run it at a specific time schedule. I have been working as a Team Leader for some projects related to migration to AWS. I collaborate in the maintenance and upgrade of the company’s python internal library
ELT with python connecting a data lake in S3 to a MSQL database.Transformation was done using powerquery directly on PowerBi. Job consisted of analyzing financial data for management and presenting this using PowerBI. I applied an econometric model to predict a movement in company costs. Develop PowerBi & Python training for company members.
Ad Hoc Reports with Excel. Automate repetitive tasks using Python and Excel. This was a success because we reduced the payment time to some providers by 70%.