05/08/2026 updated

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Sr. AI Solutions Architect

São Paulo, Brazil BA Computer Science
São Paulo, Brazil BA Computer Science

Profile attachments

resume-en.pdf

About me

Staff ML Engineer, 8+ years. Builds production AI systems end-to-end: GenAI/LLM pipelines, MLOps platforms, recommendation systems. Python, PyTorch, TensorFlow, AWS, GCP. Leads teams, ships reliable ML at scale, and makes AI trustworthy.

Artificial IntelligenceComputer VisionBig DataDevOpsDistributed SystemsPython (Programming Language)Machine LearningNatural Language ProcessingTensorFlowPyTorchDeep LearningGenerative AIPySparkScikit LearnMachine Learning OperationsTerraformProgramming Languages
Machine Learning & AI Systems
Advanced expertise in developing and deploying ML models using TensorFlow, PyTorch, and scikit-learn across cloud platforms with focus on production-grade systems and MLOps implementation

Cloud Architecture & DevOps
Comprehensive experience with AWS services, GCP, and cloud-native solutions including containerization with Docker, Kubernetes orchestration, and CI/CD pipeline development

Data Engineering & Analytics
Proficient in building scalable data pipelines using PySpark, implementing real-time processing systems, and developing recommendation engines with vector databases

Programming Languages
Expert-level proficiency in Python, SQL, Scala, JavaScript, Vue.js, and Rust for diverse application development

Deep Learning Frameworks
Hands-on experience with TensorFlow, PyTorch, and specialized libraries for computer vision and NLP applications

Natural Language Processing
Advanced skills in developing NLP models, question-answering systems, and text classification using modern transformer architectures

Computer Vision
Expertise in image segmentation, satellite imagery analysis, and CNN model development for visual recognition tasks

MLOps & Model Management
Comprehensive knowledge of model deployment, monitoring, versioning, and automated ML pipeline creation

Big Data Technologies
Experience with distributed computing frameworks and large-scale data processing systems

Languages

EnglishFluentPortugueseNative speakerSpanishNative speaker

Project history

Machine Learning Architect

Freelance
Leading ML architecture initiatives including PyTorch Lightning production systems, NLP model deployment, MLOps platform development, and generative AI solutions for various clients

Machine Learning Engineer

IFOOD
Led benchmarking for internal RAG system optimization and developed multi-device Generative AI solution for customer service enhancement

Staff Machine Learning Engineer

NUBANK
Built data engineering pipelines with PySpark and implemented ML model monitoring for production systems

Lead Machine Learning Engineer

THOUGHTWORKS
Led team of five data scientists to establish continuous delivery pipeline for machine learning and supported stakeholders in ML solution implementation

Lead Machine Learning Engineer

SERASA EXPERIAN
Refactored legacy Python codebase for credit scoring system and designed MLOps platform resulting in 99% reduction in deployment time

R&D Capability Manager

DAFITI GROUP
Trained and deployed NLP models for product review evaluation and created automatic product categorization system using TensorFlow CNN models

AI Summer Internship Program

UDACITY SÃO PAULO
Trained and deployed Natural Language Processing Question-Answering system and developed priority classification system for Student Support Services

Certificates

AWS Certified Machine Learning – Specialty

Amazon Web Services Training and Certification

2026

AWS Certified Solutions Architect – Associate

Amazon Web Services Training and Certification

2026

Certified Machine Learning Engineer – Associate

Amazon Web Services Training and Certification

2025

Certified Professional: Accelerated Data Science

NVIDIA

2025


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