When HR stops clicking| Patryk Owczarz, Filip Dzieciol & Jacek Jackowski | LLMday Warsaw 2026 Q1 скачать в хорошем качестве

When HR stops clicking| Patryk Owczarz, Filip Dzieciol & Jacek Jackowski | LLMday Warsaw 2026 Q1

LLMday Warsaw 2026 Q1 - February 12 Grab your ticket for the next LLMday: https://www.llmday.com Upcoming LLMday CFPs: https://cfp.ninja/?q=llmday&status=op... Chapters 00:00 Welcome & who we are: Mounts AI intro 02:08 Talk roadmap: two HR LLM use cases + lessons learned 02:46 Use Case #1: HR document digitization—what the business needed 04:23 Use Case #1 Architecture: on‑prem processing + minimal external dependency 06:52 Step-by-step pipeline: OCR, PII redaction, splitting & classification 09:48 Models used & results: 1000-page PDFs in ~45 minutes 12:23 Use Case #2: CV screening assistant—requirements & quick wins 14:33 Use Case #2 Solution: same stack, now with persistence (MongoDB) 16:20 Recruiting pipeline: offer analysis, candidate scoring & final reports 19:43 Local LLM infrastructure: hardware, throughput & why it mattered 20:40 Benefits, tradeoffs & closing lessons learned 22:52 Q&A: on‑prem adoption, budgets, and EU funding 24:52 Wrap-up & how to reach the speakers