Henrique Guedes
Development
Minas Gerais, Brazil
Skills
Machine Learning (ML)
About
Henrique Corra de S Guedes's skills align with IT R&D Professionals (Information and Communication Technology). Henrique also has skills associated with Sales Managers (Sales and Trading). Henrique Corra de S Guedes has 10 years of work experience, with 8 years of management experience, including a high-level position.
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Work Experience
Machine Learning Developer
PhDsoft
June 2023 - Present
- o I developed and deployed a LLM-powered Copilot feature, written in Python, and integrated it into our existing Angular-based proprietary software. The Copilot is capable of maintaining conversations and performing tasks on demand, thereby reducing the learning curve of the software and offering a modern user experience. o Created and implemented the CI/CD pipeline for deploying serverless Python projects and publishing Python packages into an Azure ecosystem. This was in response to a previously existing gap in Python-focused infrastructure within our environment. My effort established a new standard within the organization and laid the foundation for future projects.
Data Scientist, GE21 Geotecnologias
May 2022 - June 2023
- 3.5 and OCR technologies to develop a Document Understanding Proof of Concept for the State Government, aimed at extracting essential data from ESG-related PDF reports. o Trained a Convolutional Neural Network model for segmenting Mineralization Horizons using Georeferenced Drone Images. This model was integrated into a pipeline for continuous reassessment of inferred ore volumes. o Trained a Multilayer Convolutional Neural Network (CNN) segmentation model that integrates Magnetometric, Gravitometric, and Gamma-Spectrometry satellite data. This model identifies Lineament regions--crucial geological structures--which guided subsequent field visits.
Founder
Pink Snow Effects Factory
June 2014 - March 2022
- o Conceptualized, developed, and launched a diverse line of physical audio processing units, targeting niche markets within the musician community. o Cultivated and managed relationships with influencers, suppliers and distribution channels, ensuring timely delivery and customer satisfaction.
Education
Universidade de São Paulo
MBA
