Luis Gustavo Hedel Marchiore

Luis Gustavo

Software Engineer

Hello, I'm Luis 👋

Building intelligent solutions that bridge web technologies and artificial intelligence

20+
Projects
2+
Years Experience
2
Companies
Full-Stack Development
AI Engineering
Scroll to explore

EXPERIENCE

Professional Journey

Building impactful solutions across web development and AI engineering

AI Engineer

Stylest.IA

2024 - Present
Curitiba, PR
  • •Developed clothing recommendation system using CVAE (Conditional Variational Autoencoder)
  • •Implemented object detection with YOLOv11 for fashion item classification
  • •Built and deployed ML models with FastAPI for real-time inference
  • •Processed and curated large datasets for training deep learning models
PythonTensorFlowYOLOv11FastAPIComputer Vision

Full-Stack Developer

KPERCON SISTEMAS

2023 - Present
Curitiba, PR
  • •Built responsive web applications with React/Next.js and modern UI libraries
  • •Developed RESTful APIs with Django REST Framework for scalable backend systems
  • •Optimized database performance with PostgreSQL and complex query optimization
  • •Implemented authentication systems and role-based access control
ReactNext.jsDjangoPostgreSQLTypeScript

EDUCATION

Academic Background

Academic foundation in software engineering and advanced AI engineering research

Master's in Electrical Engineering & Industrial Computer Science (CPGEI)

In Progress

UTFPR (Federal University of Technology - Paraná)

2025 - Present

Focus: AI Engineering & Machine Learning

Advanced research in AI engineering applications, focusing on deep learning models for image classification, object detection, and intelligent systems.

Bachelor's in Software Engineering

Completed

UniBrasil

2020 - 2024

Focus: Full-Stack Development & Software Architecture

Comprehensive software engineering education covering web development, database design, software architecture, and project management.

SKILLS

Technical Expertise

Expertise across the full technology stack with specialization in AI engineering and machine learning

Frontend Development

React90%
Next.js85%
TypeScript85%
Tailwind CSS80%
JavaScript90%

Backend Development

Python90%
Django REST85%
FastAPI80%
PostgreSQL85%
RESTful APIs90%

AI Engineering

TensorFlow85%
Keras80%
YOLOv1175%
VGG1670%
CVAE75%

Tools & Others

Git/GitHub90%
Docker70%
Scikit-Learn80%
Data Analysis85%

TECNOLOGIAS

Proficient in

Tecnologias e ferramentas que utilizo para criar soluções eficientes e modernas

Frontend

JavaScript
TypeScript
React
Next.js
HTML5
CSS3

Backend

Python
Node.js
Django
Express
NestJS

Database & Tools

PostgreSQL
Git
GitHub
Docker

Data Science & AI

Pandas
Jupyter
PyTorch
TensorFlow

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CONTACT

Let's Work Together

I'm always interested in new opportunities and exciting projects. Whether you want to discuss a potential collaboration or just say hello, I'd love to hear from you.

Get in Touch

Location

Curitiba, Paraná, Brazil

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