Cenan Altunay  • Peerlist

Finished in 29th place in Betfair Australia Datathon.

Achieved 1.304 mean squared error, using gradient boosting algorithm, optimising by
bayesian search.

Brownlow Medal Datathon

In the top 1% of drivendata.org competition for predicting heart diseases out of 4000+ data scientists and data science teams.

Achieved 0.3103 log loss, using deep neural network with sequential modeling.

Machine Learning with a Heart 

In the top 5% of drivendata.org competition for predicting damage grade on buildings after an earthquake out of 800+ data scientists and data science teams..

Achieved .7309 micro-averaged F1 score, using bootstrap aggregating algorithms.

Richter's Predictor: Modeling Earthquake Damage

Created a Turkish song generator, that tweets lyrics daily by using daily popular topics from "Turkish Reddit" as seeds .
- https://twitter.com/eksi_sarki -


- Morphology of Turkish is a challenging concept with chained prefixes and suffix

Turkish Lyric Generator - Eksi Sarki -

In the top 4% of drivendata.org competition for predicting United Nations Millenium Development Goal values out of 2200+ data scientists and data science teams.

Achieved 0.0867 root mean-squared error score, leveraging Facebook's Prophet f