Featured projects
Get to know some of my previous works
- Skills
- Functional Data Analysis · Signal Processing · Shiny apps · Tidyverse
- Solution
- Pipeline: 12-lead ECG feature extraction · Automated classification
- Impact
- +95% accuracy · Real-time inference app · Waveform insights
- Skills
- Deep Learning · TensorFlow · Keras · ML where features >> samples
- Solution
- 3 approaches: Classical ML + PCA · CNNs · Fine-tuned Inception-v3
- Impact
- +97% accuracy · Real-time inference, publicily available model
- Skills
- Machine Learning · XGBoost · Scikit-learn · Matplotlib/Seaborn
- Solution
- Pipeline: EDA · Feature engineering · LASSO, Bagging, Boosting
- Impact
- +98% R² · Relevant data-driven insights for eco-friendly vehicles
- Skills
- Software Development · Functional Data · Optimization
- Solution
- R package: modular, documented code · Unit tests · Flexible API
- Impact
- +2,500 downloads · Cited in peer-reviewed signal processing papers
- Skills
- Data Extractions · Data Pipelines · Real-time Dashboards · AI Integration
- Solution
- 3+ years leading data support across transactions, taxes & owner associations
- IMPACT
- 10+ major clients · 250K+ documents managed · Enabled data-driven decisions
- Skills
- Data Migration · Team Leadership · ETLs · SQL · MongoDB
- Solution
- Pipeline: Legacy MongoDB → SQL app · No downtime or data loss
- Impact
- 100% Successful Schedule · Secured follow-up contracts
- Skills
- Business Intelligence · Data Storytelling · Stakeholder Management
- Solution
- Led Delivery: KPIs design · Data Warehouse · Interactive dashboards
- Impact
- +18 months KPIs improving · Cash flow daily control (HOA, taxes,...)
- Skills
- Computer Vision · Tidyverse · Tidymodels · Scikit-learn
- Solution
- Real-time pipe · Compared +20 models: Features + Classic/Deep ML
- Impact
- +95% accuracy · Current 24/7 system's proof-of-concept
