π― Data Scientist (IBM Certified) | π€ AI & Machine Learning Enthusiast | π§ Quantum Computing Researcher
Data Scientist with a background in Mechatronics Engineering and currently a Master's student in Quantum Computing.
I have strong foundations in mathematics, statistics, and programming, with 10+ years of experience in the automotive industry.
Since 2021, I have been delivering Big Data, Analytics, and AI solutions, transforming data into actionable business insights.
| π Folder | Description |
|---|---|
| π Portfolio Projects | End-to-end Data Science projects following the CRISP-DM methodology, with complete business understanding, data preparation, modeling, and deployment simulation. |
| π Case Studies | Short, focused projects for specific algorithms, techniques, or small real-world problems. |
- 𧬠Quantum TSP Research β Quantum algorithms applied to the Traveling Salesman Problem (Master's research in Quantum Computing).
- π Quantum Supply Chain Research β QML approaches for inventory and supply chain optimization.
- π€ Voice Assistant (GenAI) β Automated customer service pipeline combining STT, LLM, and TTS.
- π Predictive Maintenance Classifier β Industrial equipment failure classifier built with 10+ years of automotive domain knowledge.
- π· PPE Detection (Computer Vision) β Safety equipment detection in industrial environments.
- π§ renan.cs.sants@gmail.com
- πΌ LinkedIn
