Principal AI Architect & Robotics Engineer with 15+ years designing, developing, and deploying enterprise-scale AI, Machine Learning, Robotics, Computer Vision, Conversational AI, Generative AI, Agentic AI, and Autonomous Systems. Experienced delivering production-grade platforms across banking, healthcare, telecom, industrial automation, and robotics. Specialized in multi-agent systems, LLMs and LLM Ops/AI Ops, Retrieval-Augmented Generation (RAG), semantic search, AI governance, and MLOps. Leads secure, scalable, auditable AI ecosystems on cloud-native infrastructure (AWS, Azure, GCP), with strong focus on compliance, observability, and production deployment.

Mattheus Chediak

Principal AI Architect & Robotics Engineer with 15+ years designing, developing, and deploying enterprise-scale AI, Machine Learning, Robotics, Computer Vision, Conversational AI, Generative AI, Agentic AI, and Autonomous Systems. Experienced delivering production-grade platforms across banking, healthcare, telecom, industrial automation, and robotics. Specialized in multi-agent systems, LLMs and LLM Ops/AI Ops, Retrieval-Augmented Generation (RAG), semantic search, AI governance, and MLOps. Leads secure, scalable, auditable AI ecosystems on cloud-native infrastructure (AWS, Azure, GCP), with strong focus on compliance, observability, and production deployment.

Available to hire

Principal AI Architect & Robotics Engineer with 15+ years designing, developing, and deploying enterprise-scale AI, Machine Learning, Robotics, Computer Vision, Conversational AI, Generative AI, Agentic AI, and Autonomous Systems. Experienced delivering production-grade platforms across banking, healthcare, telecom, industrial automation, and robotics.

Specialized in multi-agent systems, LLMs and LLM Ops/AI Ops, Retrieval-Augmented Generation (RAG), semantic search, AI governance, and MLOps. Leads secure, scalable, auditable AI ecosystems on cloud-native infrastructure (AWS, Azure, GCP), with strong focus on compliance, observability, and production deployment.

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Language

English
Fluent
Portuguese
Fluent
Spanish; Castilian
Fluent
French
Intermediate
Italian
Intermediate

Work Experience

AI Multi-Agent Architect (Principal AI Architect) at Banco BS2 (Consultancy)
January 1, 2026 - Present
Owned enterprise-scale agentic AI and multi-agent architectures for regulated banking environments. Defined AI governance frameworks, orchestration layers for autonomous AI agents, and AI observability/auditing/traceability patterns. Established access control strategies (RBAC/ABAC) and enterprise standards for MLOps and LLM Ops. Led architecture decisions across Google Cloud Platform, Vertex AI, Gemini Enterprise, LangGraph, DataBricks, Microsoft Copilot, and n8n; created reusable architecture patterns and reference architectures for multi-agent systems and RAG; supported AI Center of Excellence initiatives.
Engineering Lead (Robotic Perception, Sensor Integration, Embedded SW/HW) at Realbix APA Cte Ltd (Consultancy)
March 1, 2024 - November 30, 2024
Led responsible engineering for robotic perception, sensor integration, embedded software, and hardware-level programming. Designed full robotic sensor stack; implemented real-time control systems and embedded firmware; built calibration pipelines; optimized perception for production deployment; developed sensor fusion and diagnostics systems.
Machine Learning Specialist at Red Hat (Consultancy)
July 1, 2023 - March 31, 2024
Contributed to Brazil’s first Red Hat AI solution for processing and analyzing official government publications. Designed large-scale document intelligence systems; built semantic search pipelines; implemented contextual entity extraction; created production-grade AI architectures; designed information retrieval and knowledge discovery platforms; automated large-scale document processing workflows.
Founder & Principal Robotics Engineer at Yukon Labs
November 1, 2022 - Present
Founded and led a robotics and AI company focused on autonomous systems, intelligent robotics, industrial automation, machine learning, computer vision, and conversational AI. Designed robotics and AI architectures spanning perception, navigation, manipulation, and autonomous decision-making; led research into robotics foundation models and embodied AI; developed intelligent robotic platforms integrating cloud-native systems and machine learning; delivered AI-driven robotics architectures for industrial automation and autonomous operations.
Machine Learning Engineer (Conversational AI / AI Avatar Totem) at Vivo (Telefônica Brasil) (Consultancy)
August 1, 2022 - July 31, 2023
Architected the conversational AI platform and developed the first AI Avatar Totem deployed in retail environments. Integrated Whisper speech recognition and LLM capabilities; built Azure Speech synthesis pipelines; designed scalable cloud-native architecture and real-time customer interaction experiences. Unified speech, language understanding, and cloud infrastructure into an integrated AI ecosystem.
Machine Learning Specialist (Computer Vision & Deep Learning) at Pupila Brand Studio (Consultancy)
February 1, 2022 - August 31, 2022
Responsible for development of computer vision and deep learning solutions focused on production-grade ML systems. Built computer vision pipelines; built deep learning models for image understanding; implemented MLOps workflows; optimized training and inference environments using GPUs/accelerators; supported production deployment of ML systems.
Machine Learning Engineer at BenCorp
May 1, 2021 - February 28, 2022
Developed production-grade healthcare AI solutions for telemedicine, predictive analytics, patient monitoring, and clinical decision support. Reduced patient readmission rates by 15% and improved diagnostic accuracy by 20%. Built predictive healthcare models; delivered telemedicine AI systems; implemented NLP for electronic health records; developed patient interaction chatbots; implemented remote heart-rate monitoring using photoplethysmography (PPG) signals; delivered clinical intelligence solutions for healthcare professionals.
Machine Learning Engineer at Google (Consultancy)
November 1, 2020 - May 31, 2021
Worked on machine learning and geospatial intelligence projects involving geographic information systems and cloud-native analytics platforms. Performed geographic data analysis, geospatial analytics, and ML model development; delivered cloud-native AI solutions and large-scale data processing; developed geographic intelligence systems.
Senior Software Engineer (Healthcare AI / EHR NLP) at OnymA Digital
September 1, 2020 - May 31, 2021
Developed healthcare technology solutions involving electronic health records, healthcare intelligence, and natural language processing. Contributed to healthcare AI systems including clinical document processing, medical information retrieval, EHR intelligence, and healthcare workflow automation.
Machine Learning Engineer (Geospatial Intelligence) at Carbonext (Consultancy)
March 1, 2020 - September 30, 2020
Applied machine learning to geospatial intelligence, satellite imagery analysis, and location-based analytics. Conducted satellite image analysis and geospatial data processing; delivered spatial intelligence; deployed ML models and supported environmental data analytics; performed full-stack software development.
Software Developer at Kpax Marketin g Online Ltd
January 1, 2020 - April 30, 2021
Worked on software development initiatives including internal platforms and classification engines.
Machine Learning Engineer at BenCorp
September 1, 2019 - March 31, 2020
Developed AI systems for healthcare, telemedicine, and patient analytics. Built clinical NLP components, predictive healthcare models, patient engagement chatbots, and analytics dashboards; delivered clinical decision support systems.
Researcher (Machine Learning / Product Intelligence) at Ford Motor Company
March 1, 2019 - September 30, 2019
Remotely developed machine learning solutions focused on customer perception, product intelligence, and cloud-native analytics. Performed natural language processing for customer sentiment analysis; supported product intelligence and analytics dashboards; provided cloud architecture support and participated in ML research.
Machine Learning Specialist (Computer Vision for Retail/Occupancy Analytics) at Banco Itaú (Consultancy)
September 1, 2018 - March 31, 2019
Designed and implemented computer vision systems for occupancy analysis, people tracking, and retail analytics. Developed multi-object tracking systems; implemented occupancy analytics; built heatmap generation pipelines; created video intelligence systems; delivered real-time monitoring solutions and operational intelligence dashboards.
Researcher (Healthcare AI & Medical Imaging) at Hospital Albert Einstein (Consultancy)
March 1, 2018 - September 30, 2018
Responsible for research and development of AI solutions for healthcare and medical imaging. Developed custom large language models; built vision-language models for healthcare; implemented 3D medical image processing systems; developed clinical decision support solutions; integrated AI models with hospital databases; researched multimodal healthcare AI.
Research in Communication, Media Arts and Technology (Interactive Systems) at Quorum
January 1, 2017 - August 31, 2018
Conducted interdisciplinary research combining technology, interactive art, media arts, and human experience design. Worked on interactive installations, technology-driven artistic experiences, experimental media systems, and human-computer interaction exploration.
Audio Software Developer at JUCE
January 1, 2008 - January 31, 2017
Led development of professional audio software solutions and real-time digital signal processing systems. Achieved sub-millisecond audio latency, reduced processor utilization by 40%, and built software used by over one million musicians worldwide; created more than twenty commercial audio applications.

Education

Postgraduate Degree in Computer Science at Stanford University School of Engineering
January 1, 2023 - January 1, 2024
Bachelor of Science in Computer Science at Universidade Paulista
January 1, 2018 - January 1, 2022
Bachelor of Engineering in Mechatronics Engineering at Universidade de Maringá
January 1, 2020 - January 1, 2025

Qualifications

Google Professional Machine Learning Engineer
January 11, 2030 - August 4, 2026
Stanford University Postgraduate Degree in Computer Science
January 1, 2023 - January 1, 2024
The Complete Self-Driving Car Course – Applied Deep Learning
January 11, 2030 - August 4, 2026
AWS Certified Solutions Architect – Associate
January 11, 2030 - August 4, 2026
Google Professional Data Engineer
January 11, 2030 - August 4, 2026
Microsoft Azure Fundamentals
January 11, 2030 - August 4, 2026
Robotics Engineer Training (Robot Mechanics and Control) — Seoul National University
January 11, 2030 - August 4, 2026
Connected Vehicle Data Awareness — Ford Motor Company
January 11, 2030 - August 4, 2026
Six Sigma Green Belt
January 11, 2030 - August 4, 2026
Global 8D Problem Solving Qualification
January 11, 2030 - August 4, 2026
Electric Motors Training
January 11, 2030 - August 4, 2026

Industry Experience

Financial Services, Healthcare, Telecommunications, Manufacturing, Government, Professional Services, Software & Internet, Other, Education