At Freya (YCS25), I ran a chart-cue conflict experiment for a technical blog post on PaliGemma 2. I found that when chart bars and printed numbers disagreed, the 3B and 10B models took values from the text and missed the conflict; I developed the idea and ran the experiment, with code built using Claude Code.
At ETİ Gıda Sanayi, I fixed shipment and sales data issues, automated routine reports with VBA and Power Query, and redesigned a distributor safety-stock policy for a pilot portfolio. The demand- and lead-time-driven policy projected a 16–20% reduction in stock levels, and I built its calculation tool using empirical shipment lead times and ABC/XYZ segmentation.
My graduation thesis compares MADDPG and MADQN pricing agents against a reacting competitor in a simulated ride-hailing market. In the Beyond Sales Case Challenge, my team designed a channel-fit assortment and launch strategy for Signal toothpaste, sizing a 93–155 M TL new-revenue opportunity.

