Open to opportunities

Matheus Miranda

@matheusmiranda

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Machine Learning Engineer with 9 years of industry experience.

South Korea

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What I'm looking for

I am looking for opportunities that foster innovation, collaboration, and growth in AI and machine learning.

I am a Machine Learning Engineer with 9 years of industry experience, specializing in delivering advanced AI and data processing solutions for the agri-food sector. I have a strong background in Natural Language Processing (NLP), particularly with large language models (LLMs) and retrieval-augmented generation (RAG). My career has been marked by a commitment to driving innovation in complex, data-driven projects, and I take pride in leading high-performing teams to achieve impactful results.

Currently, I serve as an AI and MLOps Engineer Manager at Tridge, where I have developed an advanced RAG system and designed an NLP application that converts data into actionable insights. My leadership experience includes managing a team of engineers, implementing Agile methodologies, and streamlining workflows to enhance productivity. I have also co-founded a tech startup, Zephframe, where I led the development of an autonomous HVAC controller using Deep Reinforcement Learning, showcasing my ability to blend technical expertise with strategic vision.

Experience

Work history, roles, and key accomplishments

Current

AI and MLOps Engineer Manager

Current

Tridge

Jul 2023 - Present (1 year 10 months)

Led a team of AI/MLOps engineers to develop advanced AI tools and services for the agri-food sector. Designed and deployed NLP applications and streamlined integration of AI models, significantly improving efficiency and reducing costs.

Python Leadership Agile Machine Learning MLOps AWS Docker PostgreSQL OpenSearch

Co-founder and CTO

Zephframe

Sep 2022 - Apr 2023 (7 months)

Designed an autonomous HVAC controller using Deep Reinforcement Learning and led a team to execute the go-to-market strategy. Managed technology budgets and established partnerships to drive innovation.

Leadership System Design AWS Python Machine Learning Reinforcement Learning Docker SQL Git MQTT

Full-Stack Developer

HyperAction Inc.

Jul 2021 - Sep 2022 (1 year 2 months)

Developed and maintained a cross-platform app for mobile and desktop, implementing CI/CD pipelines to enhance production efficiency and user experience.

React React Native Electron MongoDB Git CI CD Redux

AI & Speech Recognition Engineer

Samsung Electronics - AI R&D Lab

Feb 2019 - Jun 2021 (2 years 4 months)

Implemented latency analysis functions on Android and enhanced speech recognition systems, improving efficiency and detection times.

Android Java Kotlin Git

Co-founder and ML Engineer

Samsung C-Lab - SpeakEasy

Jan 2018 - Feb 2019 (1 year 1 month)

Led the development of a deep-learning intelligibility scoring engine for language learners, achieving significant user engagement and internal acquisition.

Python Machine Learning GCP Git

OLED Display Engineer

Samsung Electronics - Display R&D Lab

Sep 2015 - Dec 2017 (2 years 3 months)

Researched and developed techniques to enhance OLED display durability and created ML applications for diagnosing display issues, significantly reducing resolution time.

Matlab Python Image Processing Machine Learning

Education

Degrees, certifications, and relevant coursework

Seoul National University

Master, Electrical and Computer Engineering

2013 - 2015

Grade: 3.98 GPA

Completed a Master in Electrical and Computer Engineering with a focus on advanced topics in electrical systems and computer engineering. Awarded a full scholarship for the duration of the degree from Samsung Electronics.

University College London

Bachelor of Engineering, Electrical and Electronic Engineering

2010 - 2013

Earned a Bachelor of Engineering in Electrical and Electronic Engineering, graduating with First Class Honours and receiving the Dean’s List Award for academic excellence.