Loukas Pavlou

@Turnedone · Greece

Software developer at Allianz Greece, working mainly with SQL, PL/SQL and Oracle APEX. On the side I build Python apps and machine-learning research tools. Computer Engineering & Informatics, University of Patras.

Projects

Flixdex showing Netflix and HBO Max titles sorted by IMDb rating

Flixdex

Every Netflix and HBO Max title in your country with its IMDb rating, in one fast Windows app. Search, filter by genre, year and rating, and open any title with one click. Free, and it uses no rate-limited APIs.

  • Python
  • Qt / PySide6
  • Windows
  • IMDb

Learn moreDownloadSource

EdgeLab research dashboard with the verdict: no statistically significant edge

EdgeLab

Does an intraday machine-learning stock strategy have a real edge after costs? A research system built to answer honestly, with walk-forward validation, realistic costs, random baselines and Deflated Sharpe. So far, the answer is no.

  • Python
  • scikit-learn
  • LightGBM
  • Quant research

Learn moreSource

Training and test loss of a neural network predicting MovieLens ratings

Computational Intelligence

Predicting MovieLens movie ratings two ways: a neural network and a genetic algorithm. University coursework from 2020, cleaned up, bug-fixed and tested.

  • Neural networks
  • Genetic algorithms
  • Recommender systems

Source