Igor Souza
Software Engineer
- (+55) 85 99839-2799
- igormcsouza@gmail.com
- Eusébio/Ceará, Brazil
- linkedin.com/in/igormcsouza
- github.com/igormcsouza
Profile
Experienced in machine learning (Python, TensorFlow, Torch), computer vision, backend development (Flask, Django and FastAPI), Docker, Kubernetes and cloud platforms (Azure, AWS, GCP). Skilled in system administration and infrastructure management (Linux, Docker, Kubernetes, RabbitMQ). Proficient in front-end frameworks (Vue, React) and skilled in system optimization and troubleshooting.
Employment History
DataArtMay 2022 – present
Python Engineer Middle
- Managed an upgrade project involving JavaScript, Java, Python and Perl components.
- Played a key role in OS upgrades and server communication optimizations.
- Deepened expertise in Python, Linux system administration and networking.
Tech: Python · Linux · Networking · Java · Perl
Liber CapitalDecember 2021 – May 2022
Python Engineer Middle
- Provided backend support in Python (Flask) for financial systems.
- Worked on infrastructure using Docker, Kubernetes, RabbitMQ and GCP.
- Resolved communication bugs between Django and Ruby components, gaining expertise in system administration and troubleshooting.
Tech: Python · Flask · Docker · Kubernetes · RabbitMQ · GCP
Dell LeadApril 2020 – December 2021
Python Engineer Junior
- Led projects in computer vision for accessibility, including models for image-to-text conversion.
- Developed a Telegram bot for contextual image responses.
- Utilized TensorFlow, Torch, Vue, Streamlit, Flask, React, Docker, Azure and AWS for development and deployment.
Tech: TensorFlow · Torch · Vue · React · Streamlit · Docker · Azure · AWS
Deeper SystemsSeptember 2019 – April 2020
Python Engineer Junior
- Developed machine learning models, especially in computer vision, for various projects.
- Integrated models into Flask APIs using Python, TensorFlow, Torch, OpenCV, OpenPose and Selenium.
- Proficient use of Docker, Linux and SSH for development and deployment.
Tech: Python · TensorFlow · OpenCV · Flask · Docker · Linux
Education
Bachelor in Software Engineering
Relevant Courses
- NLP - Natural Language Processing
- REST Api com Python e Flask
- Docker and Kubernetes: The Complete Guide
- Artificial Intelligence: Reinforcement Learning in Python
Skills
Machine Learning
- Scikit-learn
- TensorFlow
- Torch
- LLMs
- Langchain
- Computer Vision
Backend
- Python
- Flask
- Django
- FastAPI
- Next.js
Infrastructure
- Docker
- Kubernetes
- AMQP
- Linux
- Azure
- AWS
- GCP
Frontend
- React
- Vue
- TailwindCSS
Languages
Portuguese
Native
English
Fluent