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Principal Member of Technical Staff @ AMD Silo AI | Generative AI, LLM
keywords: large language models (LLMs), generative AI, natural language processing, machine learning I am a Machine Learning researcher, passionate about innovating at the crossroads of Machine Learning research and real-world applications. I earned my PhD in Machine Learning from Aalto University in 2015, where I concentrated on refining neural networks through random projections, enhancing their accuracy and scalability to address larger challenges by utilizing GPU-acceleration, parallelization, and the incorporation of improved architectures and algorithms, e.g. based on binary, ternary and compressive weights. My experience stretches across various domains, including the security and robustness of machine learning, creating malware detection models, and tackling a wide range of NLP projects in the industry. In my current role, my primary focus lies in exploring large language models at the forefront of generative AI solutions. My goal is to seamlessly connect theoretical breakthroughs with tangible real-world applications.
Aalto University
Doctor of Philosophy (Ph.D.), Computer Science
January 1, 2009 – January 1, 2015
Eindhoven University of Technology
Master of Science (M.Sc.), Computer Science
January 1, 1999 – January 1, 2009
AMD Silo AI
Principal Member of Technical Staff
January 1, 2025 – Present
AMD Silo AI
AI Team Lead
January 1, 2025 – June 1, 2025
AMD Silo AI
AI Team Lead
December 1, 2023 – December 1, 2024
AMD Silo AI
Lead AI Scientist
August 1, 2023 – December 1, 2024
WithSecure
Senior Data Scientist
March 1, 2022 – July 1, 2023
F-Secure Corporation
Senior Data Scientist
February 1, 2021 – February 1, 2022
Helsinki, Uusimaa, Finland
Silo.AI
Lead AI Scientist
July 1, 2019 – February 1, 2021
Silo.AI
AI Team Manager
August 1, 2018 – April 1, 2019
Silo.AI
AI Scientist
March 1, 2018 – July 1, 2019
IDT Messaging
AI Engineer
January 1, 2017 – March 1, 2018
Helsinki, Uusimaa, Finland
Aalto University
Postdoctoral researcher
May 1, 2015 – December 1, 2016
Aalto University
Ph.D. student
September 1, 2009 – April 1, 2015
BEST - Board of European Students of Technology
President of BEST Eindhoven
September 1, 2005 – September 1, 2006
Architectuurproducties
Programmer
January 1, 2002 – August 1, 2009
Cultural Fit Analysis
The candidate has a diverse background spanning academic research, AI/ML roles in multiple companies (Silo.AI, F-Secure, WithSecure, AMD Silo AI), and even a programmer role in architectural visualization. This breadth of experience suggests adaptability and a potential for strong cultural fit in dynamic, research-oriented, or technically challenging environments. The progression from AI Scientist to Lead and Principal roles indicates ambition and growth mindset. The target role of 'Data Analyst' is a slight deviation from the candidate's strong AI/ML leadership background, which might indicate a desire for a more focused analytical role or a potential overqualification for a standard Data Analyst position.
Soft Skills & Operational Fit
The candidate's extensive experience in leadership roles (AI Team Lead, Principal Member of Technical Staff, President of BEST Eindhoven) suggests strong leadership, team management, and organizational skills. The Ph.D. research description indicates problem-solving and analytical capabilities. However, without specific assessment data on communication, logical reasoning, or work attitude, a detailed operational fit assessment is limited.