Adrian Raudaschl
Senior Director II Of Product Management at Elsevier
London, England, United Kingdom
Summary
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Rockstar🎓
Top SchoolAdrian Raudaschl is a physician-turned product leader with 11 years of experience building AI-driven search, discovery, and recommender systems for researchers and academics. Now Senior Director II of Product Management at Elsevier in London, he has led cross-functional teams to launch platform-wide discovery services, ML DevOps pipelines, and an expert person finder that reached millions of users. His work blends clinical training, rigorous user research, and data-driven product strategies to boost engagement and satisfaction—examples include a 50% surge in search traffic and standardized analytics that raised feature visibility across four products. A hands-on hobbyist developer with interests in ML, Python, Unity3D and Laravel, he combines strategic leadership with practical prototyping and prompt-engineering expertise. Less obvious: his early medical career and teaching roles shaped a talent for translating complex domain needs into humane, research-focused product experiences.
11 years of coding experience
10 years of employment as a software developer
MBChB Medicine, MBChB Medicine at University of Glasgow
English
Stackoverflow
1reputation
43reached
0answers
1question
Github Skills (30)
chromadb10
information-retrieval10
retrieval-augmented-generation10
multi-query10
vector-search9
python9
openai9
project-planning8
management8
devrel8
product-management8
pokemongo7
script7
jekyll6
telegram6
Programming languages (4)
Github contributions (5)
Raudaschl/rag-fusion
Sep 2023 - Apr 2026
RAG-Fusion: multi-query generation + Reciprocal Rank Fusion for better retrieval-augmented generation. Includes evaluation harness with NFCorpus/BEIR.
Contributions:1 PR, 4 pushes, 1 branch in 2 years 7 months
multi-queryretrieval-augmented-generationchromadbinformation-retrievalopenai
Raudaschl/coronvavirus_preprint_research_nlp
Mar 2020 - Mar 2022
This script does topic modelling on the latest academic pre-prints on coronavirus to see if there were any unusual patterns. Its a total experiment and I have written an article summarising the things I thought were interesting.
Contributions:4 commits, 3 pushes, 1 branch in 2 years 1 month
totalunusualinterestingdeep-learningthought
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