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Assessing your cultural and operational fit
Founder @ Enlace Bio
I'm a computational chemistry and machine learning consultant, working with biotech and pharma companies on virtual screening, hit identification, and ML model development through my practice Enlace Bio. My background combines a decade of industrial ML experience, including building a globally deployed computer vision product at Tractable, with a physics education and the last few years applying these tools to drug discovery. If you're working on a computational chemistry challenge and want to talk, feel free to reach out.
Chalmers University of Technology
Master of Science (MSc), Complex Adaptive Systems
January 1, 2014 – January 1, 2017
University of Gothenburg
Bachelor of Science (BSc), Economics
January 1, 2013 – January 1, 2017
Chalmers University of Technology
Bachelor of Science (BSc), Physics
January 1, 2011 – January 1, 2014
Enlace Bio
Founder
August 1, 2024 – Present
London
Tractable
Head of AI, Estimating
February 1, 2022 – February 1, 2024
Tractable
Research Team Lead
February 1, 2020 – February 1, 2022
Tractable
Deep Learning Researcher
October 1, 2018 – February 1, 2020
True AI (developing TypeGenie)
Deep Learning Research Engineer
June 1, 2017 – October 1, 2018
True AI (developing TypeGenie)
Deep Learning Research Intern
February 1, 2017 – June 1, 2017
Zalster
Data Scientist Intern
June 1, 2016 – August 1, 2016
Greater Gothenburg Metropolitan Area
Roland Berger
Management Consulting Intern
August 1, 2015 – December 1, 2015
Greater Stockholm Metropolitan Area
Cultural Fit Analysis
The candidate demonstrates a strong cultural fit for an ML Engineer role, especially in a dynamic or startup environment, given their experience at early-stage startups (True AI) and leading significant AI initiatives at a fast-growing company (Tractable). Their entrepreneurial venture (Enlace Bio) and diverse academic background (Physics, Economics, Complex Adaptive Systems) suggest intellectual curiosity, adaptability, and a broad perspective, which are valuable in innovative tech cultures. The progression from researcher to Head of AI indicates ambition and a drive for impact. The lack of specific project details beyond high-level descriptions makes it difficult to assess collaboration styles or specific cultural alignment beyond general leadership and technical delivery.
Soft Skills & Operational Fit
The candidate's experience as 'Head of AI' and 'Research Team Lead' at Tractable, a unicorn company, suggests strong leadership, strategic thinking, and operational management capabilities. The descriptions of scaling ML pipelines and guiding product development indicate a results-oriented approach and ability to manage complex technical projects. The founding of Enlace Bio further highlights entrepreneurial drive and problem-solving skills. However, without psychometric test results, a detailed assessment of specific soft skills like stress handling or team collaboration is limited.