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Welcome to my github!



Connect with me:
jhroveda


Knowledge and experiences:

  • Data science, data engineering and machine learning
  • Solid experience in programming with Python: data automation scripts, ETL, backend (FastAPI) and web scraping
  • Computer vision
  • SQL
  • Grafana
  • Experience in data science projects for agriculture

Open source contribuitions

  • I developed a python library to store logs in MongoDB and send notifications of errors to MS Teams - logze
  • I developed a python library that provides functionality to read data from Excel and CSV files and insert it into a Microsoft SQL Server database. - excel2mssql
  • I developed a julia package for encoding cyclical values using sine and cosine - CyclicalEncoding.jl


IT Career

gantt
       dateFormat  MM-YYYY
       title My IT Career

       section Data Science
       Senior Data Scientist               :active,  des1, after des2, 2y
       Data Science Trainee    :  des2, 11-2020, 11-2022
       Presidential Award   :milestone, crit, 04-2023, 1d
       Efficiency and Innovation Award   :milestone, crit, 08-2022, 1d
       Outstanding Continuous Improvement Representative   :milestone, crit, 03-2021, 1d

       section Dev
       Mobile Developer    :  des3, 04-2019, 10-2020

       section College
       MBA Data Science   : des5, 05-2021, 12-2022
       Information Technology : des6, 01-2016, 01-2019
       Merit Award for Academic Performance   :milestone, crit, 01-2019, 1d
       Outstanding Final Paper Award   :milestone, crit, 01-2019, 1d

💻 Work

Current Work: I currently work as a Senior Data Scientist at an agribusiness multinational company, where I started as Trainee. I am responsible for projects in Data Science and Analytics, working in Brazil-China teams.

🏆 Awards at work:

  • Presidential Award - Bronze 2023

    Project: Planting simulation and yield prediction with machine learning

  • Efficiency and Innovation Award - Bronze 2022

    Project: ETL Migration to Talend Open Studio

  • Distinguished Continuous Improvement Representative Award 2021
  • Nomination for Continuous Improvement Representative of the Information Technology department

🎓 Studies

MBA in Data Science & Analytics: USP/ESALQ
  • Nomination for the best Final Paper of MBA in Data Science & Analytics (Score 10)

    Project: Machine Learning applied to predict yield and supporting the local positioning of maize hybrid in Central-West region of Brazil


Technologist in Analysis and Systems Development (Precision Agriculture as extra subject): FATEC Ribeirão Preto

🏆 Awarded twice:

  • Outstanding Final Paper (Published at the 18th National Congress of Scientific Initiation)

    Project: Development of a mobile application for managing agricultural spraying in different crops

  • Merit Award for Academic Performance

Bachelor in Graphic Design: Universidade de Franca - UNIFRAN


I like developing tools that can contribute to the community.
I consider myself a Python and Data Science enthusiast, seeking innovation and solutions to contribute to future generations.

🛠️ Technologies:

Top Langs


Python FastAPI

Coding Stats:

Total time coded since May 11 2023

From: 14 May 2024 - To: 21 May 2024

Python       6 hrs 28 mins   ⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣦⣀⣀⣀⣀⣀⣀   73.68 %
Vue.js       1 hr 4 mins     ⣿⣿⣿⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   12.21 %
Markdown     40 mins         ⣿⣷⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   07.61 %
JavaScript   27 mins         ⣿⣤⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   05.14 %
R            4 mins          ⣄⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   00.80 %

GitHub Stats

 josehenriqueroveda

GitHub Trophies

trophy


José Henrique Roveda's Projects

adn icon adn

Vue.js frontend for a veterinary care system

agro-news icon agro-news

Web scraper for daily agronomic news, with sentiment analysis.

agro-py icon agro-py

Statistics for agricultural sciences

agromilho icon agromilho

Calculadora Online para Produtores de Milho

bible-art-maker icon bible-art-maker

API that creates customized images of Bible verses. Ideal for social media, presentations, and personal reflection.

crop-recommendation icon crop-recommendation

Exporatory analysis and models testing, based on the observations of the most common cultures in Brazil

customer-service-system icon customer-service-system

Customer service system that uses OpenAI's API for chat. Customers can interact to get help with their issues. Built with Python.

cyclicalencoding.jl icon cyclicalencoding.jl

Julia package to encode a cyclic variable into two continuous variables using sine and cosine that can be used in a machine learning model

emergency-room icon emergency-room

A model that simulates the flow of patients in a hospital emergency room using SIMPY

excel-to-mssql icon excel-to-mssql

Python package to write content from Excel or .csv files to a Microsoft SQL Server database table

grain-analysis icon grain-analysis

A Python-based grain analysis tool that uses OpenCV for image processing to measure and visualize grain dimensions.

jotspot icon jotspot

:pencil: Jotspot is a versatile text-based user interface (TUI) tool designed to simplify the annotation process

logze icon logze

Library in Python to store logs in MongoDB and send notifications of errors to Teams

milharal-api icon milharal-api

API para cálculos de estimativa de produtividade do milho.

oop-python-tibia icon oop-python-tibia

Aprendizado básico em Programação Orientada a Objetos (POO) com a ajuda de Tibia

panda-slimmer icon panda-slimmer

CLI tool to measure the optimization of memory in DataFrame by converting columns to more memory-efficient data types.

pysec icon pysec

Ethical Hacking and Security Python Scripts

qc-classifier icon qc-classifier

ML model to classify whether a quality complaint is valid or not.

spraying-api icon spraying-api

Real-time analysis of climatic conditions generating the result whether they are suitable or not for agricultural spraying

watchbot icon watchbot

Bot developed to monitoring APIs endpoints and send alert messages via Telegram

yolov6 icon yolov6

YOLOv6: a single-stage object detection framework dedicated to industrial applications.

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