All Projects
A collection of ML engineering work
BizSentinel
CompletedEnd-to-end ML platform for e-commerce customer intelligence
97,896Customers processed
1.47%Anomaly rate
82%Test coverage
127Unit tests
Spot high-risk customers, anomalous transactions and churn before revenue leaks - 97,896 SMB e-commerce customers scored end-to-end.
PythonLightGBMScikit-learnKedroMLflowFastAPIDashDocker
Hardware Pulse
In ProgressPC hardware price intelligence for the Uruguayan market
3+Retailers integrated
4Component categories
3Resolution pipeline stages
PydanticData contracts
Helps Uruguayan PC buyers time their purchase and find the cheapest retailer across GPUs, CPUs, SSDs and RAM.
PythonBeautifulSouppandasSQLiteRapidFuzzScikit-learnStreamlit
Music Taste Recommender
CompletedBusiness-driven hybrid recommendation engine
+267%Diversity improvement
0.89Relevance maintained
217KTracks processed
500Simulated users evaluated
Helps streaming listeners discover more of the catalog without losing relevance - pushing genre diversity from 19% to 70% at a 0.89 relevance score, so users explore instead of churning out.
PythonSentence-TransformersScikit-learnStreamlitHugging Facepandas