Building HR Systems with NLP at the Core - A Journey from Academic Research to Industry

Abstract

My talk was a new chance to reflect on how the mindset and rigor developed in academic research can bring significant value when designing AI systems for real-world impact. During the talk, I shared examples of the value weโ€™re bringing to the HR space, along with some of our latest work in hashtag#AI, including: โ€ข The integration of Generative AI into our platform through our own ๐—–๐—ผ๐—ฝ๐—ถ๐—น๐—ผ๐˜, built to support recruiters in doing their job. โ€ข Major improvements to our ๐˜€๐—ธ๐—ถ๐—น๐—น๐˜€ ๐—ฒ๐˜…๐˜๐—ฟ๐—ฎ๐—ฐ๐˜๐—ถ๐—ผ๐—ป ๐˜€๐˜†๐˜€๐˜๐—ฒ๐—บ, fully developed in-house using neural models. โ€ข The expansion of our ๐˜€๐—ธ๐—ถ๐—น๐—น๐˜€ ๐˜๐—ฎ๐˜…๐—ผ๐—ป๐—ผ๐—บ๐˜† from ~6,000 to ~25,000 entries, thanks to semantic technologies, with much more growth expected in the coming months.

Date
Jul 25, 2025 โ€”
Location
Madrid, Spain
Luis Gasco
Luis Gasco
ML Engineer | NLP Researcher

NLP, Information Extraction, NLU, LLM