Valério Cardoso
@valriocardoso
Senior AI Engineer specializing in machine learning and full-stack development.
BrazilWhat I'm looking for
As a Senior Staff AI Engineer at Hvar Consulting, I have developed and optimized full-stack AI applications, focusing on performance, scalability, and observability. My role involves leading the architectural design and implementation of AI systems, utilizing advanced techniques such as LLMOps and AgentOps. I am passionate about mentoring engineers in AI/ML, fostering a high-performing team environment.
Previously, as a Tech Lead Machine Learning Engineer, I built an end-to-end machine learning pipeline for speech-to-text applications, achieving significant improvements in transcription accuracy. My experience includes conducting code reviews and communicating complex technical concepts to diverse audiences, ensuring clarity and understanding across teams. I am committed to establishing engineering best practices and continuous model training to enhance project outcomes.
Experience
Work history, roles, and key accomplishments
Senior Staff AI Engineer
Hvar Consulting
Aug 2023 - Present (1 year 9 months)
Developed and optimized full-stack AI applications focusing on performance, scalability, and observability. Led architectural design and implementation of AI systems using advanced techniques like LLMOps and AgentOps. Mentored engineers in AI/ML best practices.
Tech Lead Machine Learning Engineer
Hvar Consulting
Dec 2021 - Aug 2023 (1 year 8 months)
Built an end-to-end machine learning pipeline for speech-to-text with sub-second latency. Improved transcription accuracy by 30% and communicated complex concepts to diverse audiences. Conducted code reviews and coached engineers.
Senior Machine Learning Engineer
Hvar Consulting
Jun 2020 - Dec 2021 (1 year 6 months)
Implemented CI/CD pipelines and established continuous model training. Contributed to the development of a feature store, enhancing model management and deployment processes.
Education
Degrees, certifications, and relevant coursework
UAUniversidade Federal do ABC
Bachelor of Computer Science, Computer Science
2014 - 2017
Studied various aspects of computer science including Data Structures and Algorithms, Object-oriented programming, and Database Management Systems.
Universidade Federal do ABC
Bachelor of Control Engineer, Control Engineering
2014 - 2017
Focused on Control Engineering topics such as Multivariable Calculus, Linear Algebra, and Control Theory.
UAUniversidade Federal do ABC
Bachelor of Physics, Physics
2010 - 2014
Engaged in the study of Physics covering Classical Mechanics, Electromagnetism, and Quantum Mechanics.
Tech stack
Software and tools used professionally
Availability
Location
BrazilAuthorized to work in
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