Luca Mannini
Senior AI Engineer at Aurelio AI
United Kingdom
Summary
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Rockstar🎓
Top SchoolLuca Mannini is a Senior AI Engineer based in the UK with 7 years of experience building production-grade LLM systems, conversational AI, and computer vision pipelines. He has led high-impact projects—rebuilding a conversational engine serving 35M+ users and architecting hybrid RAG+RLHF stacks that boosted engagement and coherence—while also co-founding an AI e-commerce startup that secured €1.1M pre-seed. Comfortable across research and deployment, he optimizes models for low-latency inference (including Jetson/Nvidia targets) and scales pipelines to handle 100k+ products and millions of users. A former robotics and vision lead, he brings hands-on C++/Python/ROS2 expertise alongside modern generative-AI tooling for production. Outside engineering, Luca is a trained pianist, a detail that surfaces in his methodical yet creative approach to problem solving.
6 years of coding experience
3 years of employment as a software developer
Old Order Academic Diploma Piano, Old Order Academic Diploma Piano at Conservatorio Rossini di PesaroBachelor's degree Ingegneria Informatica e dell'Automazione, Bachelor's degree Ingegneria Informatica e dell'Automazione at Università Politecnica delle MarcheDiploma Superiore Indirizzo Informatico, Diploma Superiore Indirizzo Informatico at Liceo Scientifico Savoia Benincasa di AnconaMaster of Science - MS Computer Engineering AI and Data Analytics, Master of Science - MS Computer Engineering AI and Data Analytics at Politecnico di Torino
Github Skills (109)
ai10
generative-ai10
computer-vision10
nlp10
chatbot10
artificial-intelligence10
predict10
shodan9
machine-learning9
yolov58
object-detection8
webui8
onnx8
openapi8
speech8
Programming languages (9)
Github contributions (5)
italianconcerto/polito-task-arithmetic
Dec 2024 - Jan 2025
Contributions:10 PRs, 74 pushes, 6 branches in 1 month
Team-RoboTO/roboto.github.io
Sep 2022 - Mar 2023
Contributions:26 pushes, 1 branch in 6 months
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