TEN Enigma @ Amazon
November 2021 - nowRole: Senior Software Development Engineer
Since July 2023: designing and leading the implementation of a project using LLMs to augment product content in order to improve the searchability of automatically generated products (via localization). The main focus of the project is on the scalability of the LLM-based evaluation steps by parallelizing and introducing pre-LLM filters without loosing precision & recall of the overall workflow and to ensure reducing LLM-cost.
Leading the design and implementation of a new system extracting search insights into catalog actions (creating new products in stores, identifying product search defects).
Ensured the extensibility of the system for new usecases.
Scaled the system to 12M+ search queries & 30M+ products / week.
Supporting the business to identify & scope next opportunities for the project.