Projects per year
Personal profile
Artistic and research interests
I'm a member of the Aalto Data-Intensive Systems group and am jointly supervised by Prof. Mario Di Francesco and Prof. Bo Zhao, where my research interest lies in Machine Learning Systems and Databases and I focus on improving Reinforcement Learning & Large Language Models (LLMs) training and inference latency on High-Performance Computing (HPC) clusters & edge devices.
I find immense joy in pushing my boundaries by tackling complex issues that have the potential to positively impact the public. My fervor converges with enhancing computer systems, networks, databases, and their corresponding security aspects, which allows me to have impacts on computing for both the environment (greener while efficient) and people (faster while reliable). Additionally, I am a passionate free software developer. During my leisure time, I maintain several open-source projects and contribute to many others.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Master of Science (Technology) with Honor, SECCLO Master's Programme in Security and Cloud Computing (Erasmus Mundus), Aalto University
1 Aug 2022 → 31 Jul 2024
Award Date: 31 Jul 2024
Master of Science in Engineering, SECCLO Master's Programme in Security and Cloud Computing (Erasmus Mundus), Technical University of Denmark
1 Aug 2023 → 27 Jun 2024
Award Date: 27 Jun 2024
Bachelor of Engineering with Honor, Specialized Class for Fundamentals and Theories of Computer Science and Technology, Lanzhou University
1 Sept 2018 → 21 Jun 2022
Award Date: 21 Jun 2024
External positions
Founder, Hollow Software
Jun 2023 → …
Member, OpenSUSE
Dec 2021 → …
Keywords
- Machine Learning
- Systems Engineering
- Large Language Models
- High Performance Computing
- IoT
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Collaborations and top research areas from the last five years
Projects
- 1 Active
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DNN-ReCoDe/Di Francesco: Efficient Deep Neural Network Computation with Resource-Constrained Devices (DNN ReCode)
Di Francesco, M. (Principal investigator), Jiang, S. (Project Member) & Shi, T. (Project Member)
01/09/2023 → 31/08/2027
Project: Academy of Finland: Other research funding