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Assessing your cultural and operational fit
Building the next generation AI | Forbes 30u30 | Angel investor
Working on the next category-defining product of our time. ML scientist turned healthcare entrepreneur turned investor and exited AI founder. Over a decade of experience in research, development, technical, scientific, and product leadership in machine learning, computer vision, natural language processing, mathematical modeling, signal processing, operations research, statistics, optimization, software systems, distributed computing, and systems biology. Some past undertakings: - found the world's leading AI multi-omics company developing a new generation of in silico tests. - pharmaceutical R&D at the world's biggest pharmaceutical and biotech company where I developed drug design platform, developed models for new cancer targets, and helped modernized their drug development process. - core analytics at one of Europe's largest telcos where I did numerous analyses and modeling of the networks, connectivity, and client-facing processes. - data analysis and machine learning at Europe's largest engineering company where I worked on various projects in train logistics, power and gas, and manufacturing businesses. - strategic consulting at Germany's leading Asian-focused consulting firm. - public sector research at Germany's national lab network and the world's leading genetic lab.
University of Cambridge
Management
N/A – Present
Technical University of Munich
Master of Science - MS, Mathematics and Computer Science
N/A – Present
ETH Zürich
Computer Science
N/A – Present
Technical University of Munich
Bachelor of Science - BS, Computer Science and Mathematics
N/A – Present
Ludwig-Maximilians-Universität München
Bioinformatics
N/A – Present
SMA Negeri 8 Jakarta
High School Diploma, Natural Sciences, Accelerated program for highly gifted children
N/A – Present
Mentalyc Inc.
Head of Engineering & Head of Product
November 1, 2024 – Present
San Francisco Bay Area · Remote
Hirebolt
Chief Technology Officer and Co-Founder
April 1, 2024 – March 1, 2026
Various Companies
Consultant
April 1, 2023 – July 1, 2024
London, Jakarta, Hamburg · Remote
External Carbon
CEO and Founder
November 1, 2022 – April 1, 2023
London Area, United Kingdom · Remote
Panakeia
Co-Founder
October 1, 2022 – December 1, 2024
Hirebolt
Investor
September 1, 2021 – November 1, 2024
Various Startups
Advisor and Investor
January 1, 2021 – Present
London Area, United Kingdom
University of Cambridge
Research Project Manager
February 1, 2019 – June 1, 2020
Panakeia
Co-Founder, CTO & Head of Product
November 1, 2018 – October 1, 2022
Entrepreneur First
Entrepreneur
October 1, 2018 – April 1, 2019
London, United Kingdom
Siemens
Machine Learning Research Lead
September 1, 2016 – October 1, 2018
Munich Area, Germany
Technische Universität München
Research Associate
August 1, 2015 – September 1, 2018
Munich, Bavaria, Germany
Vodafone
Machine Learning Engineer
February 1, 2015 – August 1, 2016
Munich Area, Germany
CHINABRAND CONSULTING
Consultant
November 1, 2014 – February 1, 2015
Munich Area, Germany
Roche
Research Intern
August 1, 2014 – January 1, 2015
Munich Area, Germany
HelmholtzZentrum München
Statistical Scientific Consultant
December 1, 2013 – July 1, 2014
Roche
Research Intern
August 1, 2013 – January 1, 2014
Munich Area, Germany
Ludwig-Maximilians-Universität (LMU) München
Research Assistant
August 1, 2012 – July 1, 2013
Munich Area, Germany
DeepStream
March 1, 2015 – September 1, 2017
Natural Language Processing (NLP)-based analytical system for financial data streams. Done in partnership with one of Mexico's largest money manager.
Tom's C++ Adventure
March 1, 2015 – December 1, 2015
Teaching a close friend to learn programming by doing small projects in C++. Topics are introduced as tasks to be finished and reviewed. Introduction of algorithm, good software engineering practices and project management. Fun.
PubSeq
February 1, 2015 – October 1, 2016
Building system of sequence-based search engine for biomedical research abstracts. At the end of the day user will only have to insert sequence of a protein in the search engine and get list of papers mentioning the protein/other proteins that are similar to queried-against protein. The whole system would then provide tri-directional relations between sequence, protein name and biomedical abstracts which we hope would head up the pipeline of biomedical researches.
Cultural Fit Analysis
The candidate's diverse background, including founding multiple startups, consulting for various companies, and working in different countries, suggests a high degree of adaptability and an entrepreneurial spirit. Their involvement in projects ranging from biomedical research to financial NLP and carbon pricing indicates a broad interest and ability to engage with different problem domains. The target role of 'Data Analyst' is a significant shift from their recent leadership and engineering roles, which might indicate a desire for a more focused, hands-on technical role, or a potential mismatch if the role is not senior enough to leverage their strategic experience. The breadth of their experience, while impressive, could also suggest a preference for varied challenges over deep specialization in a single area.
Soft Skills & Operational Fit
The candidate's experience as a founder, CTO, and consultant indicates strong leadership, problem-solving, and project management skills. Their involvement in distributed teams and diverse projects suggests adaptability and strong communication. The descriptions highlight a focus on 'happy metrics' and 'building a perfect UX', indicating a product-oriented mindset. However, without psychometric test results, a deeper assessment of work attitude, stress handling, and team collaboration is not possible.