Summary

Expertise

Project Highlights

Education

Agency

FG

English:

Advanced

Federico G.

vetted by Youteam

Vetted by YouTeam

Colombia

UTC -05:00

America/Bogota

English:

Advanced

Senior data scientist with experience using python

I am a person who loves studying and is passionate about being a lifelong learner. I studied two different engineering programs at the same time and developed a sufficient English level to easily work and communicate. I entered the tech world because of my enthusiasm and curiosity about learning new things. I have acquired most of the knowledge related to technology on my own, delving into fields like data science, data engineering, data architecture, machine learning, and business intelligence.

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Expertise

Years of commercial development experience

3 years of experience

Core technologies

Python 3 years
pandas 3 years
SQL 2 years
Azure 2 years
scikit-learn 3 years

Other technologies

Spark

Project Highlights

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Data engineer

Microsoft DevSquad

Oct `22 - Dec `22

2 months

Sura

Automatic and replicable deployment of an architecture in Azure using Terraform as infrastructure as code tool and Azure DevOps to manage Pipelines

Responsibilities & achievements

Creation of Terraform modules and Azure DevOps Pipelines to deploy the infrastructure as code. Also support the architecture design process

Terraform
Azure DevOps Server
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Data Scientist

Financial services recommender

Sep `22 - Jan `23

4 months

Coomeva

Generate a top 10 of the services that were most likely to be purchased for each customer based on the customer's financial behavior and the products or services they have bought in the past

Responsibilities & achievements

Data model creation, EDA and machine learning model building

Python
Machine learning Engineer
scikit-learn
pandas
icon
Data Scientist

Purchase order forecasting at each distribution center

Aug `22 - Dec `22

4 months

Celsia

Forecasting to avoid stock-outs of equipment and devices in the inventory

Responsibilities & achievements

Data model creation, EDA and machine learning model building

Python
Machine learning Engineer
Neuron Network
Pyspark
icon
Data Scientist

Customer segmentation

Mar `22 - Jul `22

4 months

Postobon

Perform customer segmentation by defining their market size and using data obtained from past customer surveys and transactional behavior

Responsibilities & achievements

Data model creation, EDA and machine learning model building

Python
scikit-learn
pandas
Pyspark
ML.NET
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Aritificial inteligence developer

development of artificial

Jul `20 - Nov `20

4 months

Proyectiza

Creation of artificial intelligence modules for the Dilisolvente Application

Responsibilities & achievements

Coding, QA, machine development of ML models in python

Flask
Python
scikit-learn
pandas
icon
Operation analyst/data analyst

Automation and optimization of bank payment notifications and validations

Jan `20 - Jul `20

6 months

BTG Pactual Corredor de Bolsa (stock trader in Colombia)

Automate processes using visual basic for applications and SQL,

Responsibilities & achievements

Develop sql queries and code, QA, coding

SQL
Visual Basic

Education

Higher education in Computer Science

Agency

agency #3593

10-50

GMT-5

Medellin/Colombia

Core Expertise

Amazon EC2
AngularJS
ARM
AWS
Azure
Bluetooth
Business Intelligence
C
C#
C++
Cloud Engineer
Data Scientists
Django
GIS
Google Analytics
Google Maps
HTML5
Java
Java EE
JavaScript
Kubernetes
Linux
MongoDB
Moodle
MySQL
Node.js
OpenCV
PHP
Python
SharePoint
Tableau
TypeScript
Algorithm Development
Amazon Web Services
Apache Spark
Artificial Neural Networks
Assembly Language
Asynchronous I/O
Computer vision
CSS3
Data Ingestion
Data Visualization
Elasticsearch
Go
Google Analytics API
Kernel
Machine learning Engineer
Microcontroller Programming
Nginx
NoSQL
Payment Gateway Integration
Python Numpy
Bash
Bootstrap CSS
Docker
Modbus
Penetration testing
iOS SDK
Electron
ELK
TensorFlow
Assembler
NLP
AWS SDK
Illustrator
CMake
GCC
Flutter
Microservices
Google Cloud Platform
Jupyter Notebook
AWS Lambda
Azure Cognitive Services
Firebase
pandas
Google Cloud Datastore
AutoCAD
Keras
Data Analyst
Power BI
Azure Machine Learning Studio
Power Apps
Azure API Management
Azure Cosmos DB

Industries

Information services & Technologies, Electronics & Equipment, Cybersecurity & Data Protection, Data Science & Machine Learning, Energy

Want to hire this engineer?

Check if Federico is available