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Frederick Chang

Executive AI founder specializing in machine learning for drug discovery

KekulaiHarvard UniversitySan Diego, CA15 Years ExperienceExecutive Level

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About

Entrepreneur building an AI-driven small molecule biotech startup who has already raised $5M from major venture capital investors. Brings 3 years of fundraising experience and a thoughtful approach to aligning investors with different risk profiles across financing stages, paired with strong conviction around founding high-risk, high-upside companies.

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Key Strengths

  • Raised $5M in venture capital for an AI-driven small molecule biotech startup
  • 3 years of capital-raising experience
  • Navigated investor alignment across pre-seed, Series A, and Series B
  • Strong understanding of investor risk profiles in biotech
  • Strategic evaluation of high-risk, high-upside company opportunities
  • High personal commitment to entrepreneurship

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Experience

Founder, CEO/CTOKekulai · Jan 2022 – Jan 2026
Founding Director of Data Science and AIStructure Therapeutics · Jan 2021 – Jan 2022
Senior Data ScientistJohnson & Johnson · Jan 2018 – Jan 2021
Graduate Research AssistantHarvard University · Jan 2011 – Jan 2018

Education

Harvard Universitydoctorate, Molecular and Cellular Biology (Engineering and Physical Biology) (2018)
Harvard Universitymaster, Molecular and Cellular Biology (Engineering and Physical Biology) (2012)
UC Berkeleybachelor, Electrical Engineering and Computer Science (2008)

Awards

  • Harvard Physical Sciences and Engineering Venture Capital Accelerator Award
  • Corning Co-Star Fellow in Molecular Cell Biology
  • 1st Place at National Autonomous Robotic Vehicle Competition
  • Outstanding Research Prize in Chemical Engineering for Molecular Dynamics Research
  • 1st place enterprise-wide J&J COVID disruption forecasting effort

Skills

Machine LearningDeep LearningPythonSQLKubernetesDockerLinuxAWSForecastingFoundation Model BuildingMolecular Foundation ModelsMultimodal LearningOut-of-Distribution EvaluationOOD EvaluationSmall-Molecule Prediction

Languages

English

Publications

9 publications

Molecular and Cellular BiologyChromosome BiologyPhotosynthesisSingle-Molecule ImagingStatistical Signal DetectionComputational Biology

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Frederick ChangExecutive AI founder specializing in machine learning for drug discovery