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Tharsis Salathiel de Souza Viana

@tharsissalathiel

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Senior Machine Learning Engineer specializing in computer vision, anomaly detection, and LLM automation.

Brazil

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What I'm looking for

I seek roles where I can lead production ML projects in computer vision and LLM automation, collaborate cross-functionally, and scale robust systems.

I am a Senior Machine Learning Engineer with 5+ years building production ML systems for industrial environments, focusing on computer vision, anomaly detection, synthetic data generation, and LLM-based automation. I have designed and deployed end-to-end pipelines, from image acquisition and preprocessing to model training and production integration.

My work includes creating a 3D synthetic data pipeline using mesh rendering, automated notebook motherboard inspection, screenshot-inspection tools for UI/UX issues, and tools leveraging LLMs for automation and test-case generation. I collaborate with cross-functional teams to deliver robust, scalable ML services and hold a Master's degree in Computer Science from UNICAMP.

Experience

Work history, roles, and key accomplishments

Current

Senior Software Analyst - Machine Learning

Current

Instituto de Pesquisas Eldorado

Jan 2020 - Present (6 years 1 month)

Designed and deployed computer vision systems for industrial anomaly detection, built automated notebook motherboard inspection and screenshot‑inspection tools, and developed a 3D synthetic data generation pipeline to improve detection model performance.

Computer Vision Anomaly Detection Synthetic Data PyTorch TensorFlow OpenCV Docker AWS

Software Engineering Intern

Universidade Federal do Ceará

Mar 2017 - Nov 2017 (8 months)

Developed backend REST APIs in Java and built a React Native mobile application to support internal university systems during an internship in the Núcleo de Práticas em Informática.