Juan Francisco Kurucz
Lead Machine Learning Engineer
Experienced professional specializing in AI systems, deep learning, and MLOps. Building innovative solutions at the intersection of machine learning and software engineering with expertise in generative AI, computer vision, and large language models.
Recent Publications
Loading publications...
Experience
Lead Machine Learning Engineer
Leading machine learning projects across various industries, focusing on MLOps, generative AI, forecasting, and computer vision applications.
Professor of Software Engineering
As a Professor of Software Engineering at UCU, I have been actively involved in teaching and mentoring students across various courses in software engineering, data structures, and artificial intelligence using Team-Based Learning (TBL) methodologies.
Vice President
Serving as Vice President of the IEEE Uruguay Section, the world's largest technical professional organization dedicated to advancing technology for the benefit of humanity.
Responsibilities include:
- Strategic planning and execution of section initiatives
- Coordinating with different IEEE chapters within Uruguay
- Representing IEEE Uruguay at regional and international events
- Promoting professional development and technical excellence
Co-Founder
Led technical development of products transforming traditional instruction manuals into interactive visual guides using advanced technologies.
Key Achievements:
- Utilized advanced image, text, and voice recognition with AR visualization
- Implemented real-time interactions for an intuitive user experience
- Used data analysis tools to help companies understand consumer behavior
Full-stack Developer
Led development of an end-to-end human resources system for employee attendance and work hours, integrating with various biometric devices.
Junior Developer
Enhanced electronic billing web solution and supported various side projects, improving frontend features and developing desktop clients.
Education
Software Engineering (Ingeniería en informática)
Core focus on software engineering and computer science fundamentals.
Grade: 4.58/6
Skills: Machine Learning, Deep Learning, Node.js, Docker, Git, English, Artificial Intelligence, Python, C#, HTML, Java, JavaScript, SQL, Computer Vision
School & Highschool
High school education with focus on engineering principles.
Skills & Expertise
Machine Learning & AI
Specialized in LLMs, RAG, MLOps, and advanced machine learning techniques
- Retrieval-Augmented Generation (RAG)95%ExperienceCertificationPublication
- Large Language Models (LLMs)90%ExperienceCertificationPublication
- Transformers & NLP88%ExperienceEducationCertification
- MLOps & Model Deployment90%ExperienceCertification
- Computer Vision85%ExperienceEducationCertification
Software Engineering
Full-stack development with modern technologies
- Python & JavaScript/TypeScript95%ExperienceEducation
- React & Node.js85%Experience
- Docker & AWS80%ExperienceCertification
- Git & CI/CD Pipelines85%Experience
- Deep Learning & Neural Networks85%ExperienceEducationCertification
Teaching
University professor using Team-Based Learning methodology
- Artificial Intelligence & ML95%ExperienceEducationCertification
- Data Structures & Algorithms90%ExperienceEducation
- Programming Fundamentals90%ExperienceEducation
- Student Mentoring85%Experience
- Course Development80%Experience
Technical Skills
Specialized technical capabilities in emerging AI technologies
- Forecasting & Time Series Analysis80%ExperienceEducation
- Edge Computing & Deployment75%Experience
- Biometrics Integration80%Experience
- Augmented Reality75%Experience
- Performance Optimization80%ExperienceEducation
Software Development
Building applications across various domains
- Web Application Development90%ExperienceEducation
- Desktop Application Development75%Experience
- API Design & Integration85%Experience
- Human Resources Systems80%Experience
- Electronic Billing Solutions75%Experience
Professional
Leadership and professional contributions
- IEEE Uruguay Vice President90%Experience
- Research & Publication80%PublicationEducation
- Technical Leadership90%Experience
- Project Management85%Experience
- Team Management85%Experience
Languages
Spanish
Native or Bilingual Proficiency
English
Full Professional Proficiency
Japanese
Elementary Proficiency
Courses & Certifications
AI Agents Fundamentals
Certification in AI agents and their fundamentals.
LLMs: Zero to (almost) Hero! - ECI 2024
Comprehensive course on large language models (LLMs) covering fundamental deep learning techniques and practical applications.
Professor: Giovanni Trappolini – Universidad de Roma La Sapienza
Key Topics: Deep learning fundamentals, Attention mechanisms, Transformer architectures (BERT, GPT), Transfer learning, fine-tuning, prompting, and Retrieval-Augmented Generation (RAG)
3D reconstruction of humans from images - ECI 2023
Course covering estimation of 3D shape of humans from images or video, a key task for applications like AR/VR, telepresence, and entertainment.
Professor: Victoria Fernández Abrevaya
Focus on both classic and modern techniques for estimating body and face in 3D from images.
Professional Machine Learning Engineer
Validates expertise in designing, building, and productionizing ML models. Valid until July 2025.
Hugging Face Deep Reinforcement Learning Course
Course on deep reinforcement learning techniques and applications.
Data or Specimens Only Research
Certification on handling research data and specimens. Valid until May 2025.
Kaggle Certifications
Certifications in Data Cleaning, Game AI and Reinforcement Learning, Natural Language Processing, Computer Vision, Intermediate Machine Learning, Intro to Deep Learning, and Intro to Machine Learning.
Certificate in Advanced English
Advanced English language certification.
First Certificate in English
English language certification at the intermediate level.