Developed a pipeline for a multi-agent environment that used a CenterNet detector to
extract zombie detections from visuals and incorporated handcrafted features into a behavior cloning policy.
Outperformed random (7%) and diagonal-shooting (1%) baselines, elevating the target hit rate to 16%.
Evolutionary Algorithm for Asymmetric Traveling Salesman Problem
Implemented an evolutionary algorithm that combines crossover/mutation operators with
optimization refinement, including stagnation handling and guided local search.
Outperformed a greedy algorithm by 21.3% on a 1000 cities scenario.
Analysis of Turkey's Grand Assembly
History
Scraped 3,000+ records of parliamentary
data, ran exploratory analysis, and
built predictive models to understand
legislative trends.
Airline Manager
Designed and developed a comprehensive full-stack
Node.js and React app for managing flight rosters,
including features for scheduling and ticketing.