HI, I’M A SOFTWARE

DEVELOPER

and a Machine Learning Enthusiast!

About me

Know Me More
Hi, I am Danilo Piñeros
I am a lifelong learner, always willing to undertake challenges and level up my skills. I am an enthusiastic, self-motivated, reliable, responsible, and hard-working man. I am eager to develop my professional career as a Software Engineer and Machine Learning Specialist in a leading technological and innovative company.
Code image

Resume

A Little Summary of my Resume
My Experience
Jan 2022 – Jul 2022
Development of software that allows the production manager to automate data collection, control key metrics, and generate monthly reports. Developed using Python, Dash, Pandas, Openpyxl, and some other Python libraries.
Feb 2022 – Jun 2022
Creation of a corporate website, support the CEO with strategic processes, market analysis, business planning, and integration of web analytics tools with the website.
Jun 22 – Present
Brokers integration with the web app, API development, frontend development, testing, and sprint planning support, using TypeScript, React, Python, FastAPI, MySQL, Docker, GitHub Actions, Jira, and Agile methodologies.
My Education
Jun 2016 – Present

Industrial Engineering - Universidad Nacional de Colombia

Relevant Courses: Data Mining, Simulation Modelling, Logistics, Object-oriented programming, Stochastic Models, Project management, Production Engineering Workshop.
Mar 2022 – Present

Applied Data Science with Python

Relevant Courses: Applied Plotting, Charting & Data Representation in Python, Applied Machine Learning in Python, Applied Text Mining in Python, and Applied Social Network Analysis in Python.
Sep 2022 – Present

Python, Bash and SQL Essentials for Data Engineering

Relevant Courses: Python and Pandas for Data Engineering, Linux and Bash for Data Engineering, Scripting with Python and SQL for Data Engineering, and Web Applications and Command-Line Tools for Data Engineering.
Other Certifications & Licenses
My Skills
Python: Pandas, FastApi, Dash, Plotly, Openpyxl
SQL: PostgreSQL/MySQL
Git, Bash, Docker, GitHub Actions, Jira Automation
Data Structures and Algorithms
ML: Linear and Logistic Regression, SVM, TS
JavaScript / TypeScript: React, Tailwindcss
Publications
* denotes co-first authors
Hayet Kerras*, Susana Bautista, Danilo Piñeros Perea, and María Dolores de-Miguel Gómez
Sustainability 2022, 14(19), 12230
Hayet Kerras*, Susana Bautista, Danilo Piñeros Perea, and María Dolores de-Miguel Gómez
Advanced Virtual Environments and Education. WAVE 2021. Communications in Computer and Information Science, vol 1425

Projects

Take a look at some of my personal projects