Machine Learning Engineer
📍 Porto, Portugal | 📧 goncalo.manuelguedes@gmail.com
🔗 LinkedIn | GitHub
Hi! I'm Gonçalo, a passionate Machine Learning Engineer with over 3 years of experience delivering impactful AI solutions across manufacturing, consulting, and finance sectors. My focus is on developing scalable, production-ready machine learning pipelines and leveraging state-of-the-art technologies like Generative AI, Computer Vision, and NLP.
- 💡 Designed and deployed a RAG system for 10k+ users, boosting performance by 200x using microservices and Go.
- 🔍 Achieved 98% accuracy in material property prediction, enabling a new product line.
- ⚡ Reduced quality control time from 48 hours to 5 minutes, saving significant costs with ML-powered inspection systems.
- 🧠 Specialized in Large Language Models, Deep Learning, and Predictive Modeling.
- Supervised & Unsupervised Learning
- Deep Learning: CNNs, RNNs, Transformers
- NLP: Sentiment Analysis, Topic Extraction
- Cloud:
- MLOps: Model Lifecycle Management, A/B Testing
| Title | Journal | Year |
|---|---|---|
| Evaluating Cork Coating Homogeneity | Journal of Near Infrared Spectroscopy | Under Review |
| State-of-the-Art Handheld NIR Spectroscopy | Chemosensors | 2023 |
- 📜 PCEP™ – Certified Entry-Level Python Programmer
- 🇬🇧 English: Fluent
- 🇵🇹 Portuguese: Native
Feel free to reach out for collaborations, mentoring, or just a chat about machine learning and AI!
📧 goncalo.manuelguedes@gmail.com