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Demian Gaxiola

@demiangaxiola

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Machine Learning Engineer with extensive experience in computer vision applications.

United States

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What I'm looking for

I am looking for opportunities that allow me to leverage my machine learning expertise in innovative projects, ideally in a collaborative environment that values continuous learning and growth.

I am a Machine Learning Engineer with a strong background in machine learning and computer vision applications. My experience includes leading a team at Hammoq, where I successfully delivered enhanced recognition systems and developed synthetic image generation techniques to improve training data. I have a proven track record of deploying machine learning models, including trading algorithms in a stealth-mode startup, focusing on algorithm development and data analysis.

Throughout my career, I have demonstrated expertise in deep learning, data science, and algorithm development. I am passionate about leveraging my skills to support enhanced client experiences and drive technological innovations. My academic background includes a PhD in Computer Science, where I focused on deep learning and continuous learning challenges. I am eager to contribute to projects that push the boundaries of technology and improve real-world applications.

Experience

Work history, roles, and key accomplishments

Current

Algorithm Developer and Data Scientist

Current

RFB (Stealth Mode Startup)

Feb 2024 - Present (1 year 3 months)

Collaborated with a startup to design and implement machine learning-based trading algorithms, focusing on automating investment strategies using Python and modern frameworks. Developed and deployed predictive models to enhance real-time decision-making.

Machine Learning Python Data Analysis

Machine Vision Team Leader

HAMMOQ Inc.

Sep 2023 - Jan 2024 (4 months)

Led the Machine Vision team in applying machine learning frameworks to industrial projects. Managed the development and training of machine learning models in Python, enhancing technological innovations suitable for client solutions.

Machine Learning Python Leadership Project Management Model Training

Machine Vision Engineer

HAMMOQ Inc.

Jan 2022 - Sep 2023 (1 year 8 months)

Played a key role in enhancing core systems, including a clothing recognition system and NLP for text recognition. Led synthetic image generation to augment training data, improving model robustness.

Computer Vision NLP Image Generation

Graduate Research Assistant

Lane Department of Computer Science and Electrical Engineeri

Aug 2016 - May 2019 (2 years 9 months)

Developed deep learning solutions for complex machine learning challenges, focusing on continuous learning and addressing catastrophic forgetting. Conducted research and reviewed academic papers for conferences.

Deep Learning Research Catastrophic Forgetting Computer Vision

Co-Founder, CTO

DoCS Solutions, SA de RL

Apr 2014 - Aug 2016 (2 years 4 months)

Provided consulting and training services in machine learning and computer vision to clients in healthcare and finance. Developed statistical methodologies to enhance data reliability in decision-making.

Consulting Machine Learning Data Analysis Training Clients

University Lecturer

Facultad de Ciencias, UNAM

Jan 2014 - Jan 2016 (2 years)

Taught Artificial Intelligence and Computer Vision courses to undergraduates, bridging academic concepts with industry applications.

Teaching Artificial Intelligence Computer Vision Curriculum Development

Education

Degrees, certifications, and relevant coursework

West Virginia University

Doctor of Philosophy, Computer Science

2016 -

Grade: 4.00

Pursuing a Doctor of Philosophy in Computer Science with a focus on deep learning in continuous learning and addressing catastrophic forgetting. Achieved a GPA of 4.00.