Professional Portfolio Mary (Miet) Loubele

Research and Academic Achievements

My research has focused on addressing critical challenges in model evaluation for advanced machine learning and algorithm development. During my PhD, I developed a comprehensive protocol for constructing effective test sets and ground truth, balancing precision levels with associated costs. This work has garnered significant recognition:

Initially applied to dental scanners, my protocol optimized bone model quality while minimizing radiation dose. I identified the i-CAT scanner as the most efficient option, balancing image quality and radiation exposure. This success led to broader applications in machine learning and algorithm development.

Industry Experience and Project Highlights

My industry experience spans various projects applying advanced machine learning and algorithm development to real-world problems:

Complex System Upgrades

I have a strong track record in upgrading legacy systems and improving operational efficiency:

Natural Language Processing (NLP) Expertise

With 3 years of specialized NLP experience, I have:

Machine learning and Classification Systems

I have successfully bootstrapped secondary classification systems and built zero-to-one products:

Cost Optimization and Efficiency Improvements

Throughout my career, I have consistently optimized costs and improved efficiency:


Generative AI and Content Creation

Conference Talks and Community Leadership

I have actively contributed to the tech community through organizing meetups, giving talks, and engaging in various events:

Meetup Organization

Conference Talks and presentations