O
ODYR SOHN
About
Detail
AI Systems Architect & Tech Lead | Cloud Infrastructure & MLOps | Scaling Petabyte Data Platforms | Tech Leadership
Florianópolis, State of Santa Catarina, Brazil
Résumé
Jobs
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- RSenior Platform DevOps MLOps Lead Engineer public Remote experienceRHEI AIFeb 2021 - Current (5 years 6 months)• Infrastructure at Scale: Architected and orchestrated a petabyte-scale AI platform on AWS, managing clusters with over 7,000 hosts (3,000+ active machines) for massive-scale video processing and data ingestion, serving enterprise clients such as OpenAI, Microsoft, and Sony. • Developer Experience & MCP: Designed and deployed an internal Model Context Protocol hosting platform with a built-in security grounding layer. Launched MadeContext, an internal MCP server granting AI agents access to 46 internal documents across 12 domains, enabling self-service knowledge discovery. • AI Agentic Automation: Directed a company-wide AI agentic framework for over 40 personnel, utilizing Claude and Cursor to accelerate development cycles while enforcing
- APrincipal AI & Platform ConsultantAyaMindMar 2020 - Current (6 years 5 months)• Strategic Architecture: Provide high-level architectural oversight and strategic guidance for machine learning and MLOps engineering teams across the health, energy, food, and media sectors. • MLOps Lifecycle: Manage the end-to-end ML model lifecycle, transforming notebook proofs-of-concept into highly scalable, containerized production deployments using Terraform and Docker on AWS. • Technical Advisory: Act as the primary technical advisor, resolving complex infrastructure challenges and establishing resilient CI/CD pipelines to ensure continuous delivery of AI solutions.
- TSenior Machine Learning ScientistTSLE (Transmissora Sul Litorânea de Energia)Feb 2018 - Feb 2022 (4 years 1 month)• Computer Vision Infrastructure: Architected the underlying AWS infrastructure and developed the backend AI and image processing system for the autonomous inspection of 525KV power transmission lines utilizing aerial drone imagery. • Production Pipelines: Translated complex computer vision research into a production-grade MLOps pipeline, ensuring seamless model deployment, real-time telemetry monitoring, and automated continuous retraining loops.
Senior Machine Learning & Infrastructure EngineerCelescJan 2016 - Oct 2019 (3 years 10 months)• Infrastructure as Code: Designed and deployed highly available AWS infrastructure using Terraform to support a thermal image recognition web application dedicated to power line fault detection. • Workflow Automation: Built an end-to-end MLOps architecture that streamlined machine learning workflows from initial model training through to production deployment and performance monitoring.- ESoftware & DevOps EngineerEarly Career Roles (Alianza Health Care, GSerafim Gestão de Marcas, Floripa Clic LTDA)Jan 2011 - Jan 2016 (5 years 1 month)• Alianza Health Care: Designed and deployed a serverless e-commerce web application utilizing ReactJS and AWS Lambda. • GSerafim Gestão de Marcas: Delivered full-stack development and DevOps services supporting over 15 technology clients. • Floripa Clic LTDA: Developed the core Web API and engineered the AWS deployment for a high-traffic video transcoding and streaming platform.
Education
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- UBachelor of Computer ScienceUniversidade Federal de Santa Catarina (UFSC)Jan 2006 - Jan 2011 (5 years 1 month)
Publications
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- AAnalysis Of The Recognition And Localization Techniques Of Power Transmission Lines Components In Aerial Images AcquiredJun 2017
- AAnálise de Técnicas de Reconhecimento de Componentes de Linhas de Transmissão de Energia em Imagens AéreasOct 2016
- DDesenvolvimento de Metodologia e Sistema para Tratamento de Imagem e Reconhecimento de Padrões para Inspeção Autônoma deJul 2016