Francois S.
Biology Specialist – AI Training
Experience
Jan 2022 - Present
4 yearsMountain View, United States
Senior Principal Security Researcher
Google DeepMind
- Lead AI Safety & Security research team focusing on large language model evaluation and quality assessment
- Developed novel evaluation methodologies for assessing LLM outputs across 50+ different dimensions including accuracy, safety, and alignment
- Created comprehensive prompt engineering frameworks and annotation guidelines, resulting in 40% improvement in data quality
- Review and provide expert feedback on AI model responses, ensuring high-quality training data for production systems serving 2B+ users
- Collaborate with product teams and technical staff to refine annotation tools, evaluation metrics, and data curation processes
- Led cross-functional team of 12 researchers developing domain-specific evaluation frameworks for specialized AI applications
Jan 2020 - Dec 2022
3 yearsRedmond, United States
Principal Red Team Lead
Microsoft Security
- Directed elite evaluation team for Azure AI/ML services, conducting 200+ comprehensive assessments annually
- Specialized in evaluating machine learning model outputs, providing detailed feedback on accuracy, bias, and performance
- Developed custom evaluation frameworks for AI-powered tools, establishing comprehensive scoring criteria and annotation protocols
- Collaborated with AI research teams to assess and improve large language model capabilities in enterprise environments
- Mentored 8 junior researchers in advanced AI evaluation techniques and data annotation methodologies
Jan 2018 - Dec 2020
3 yearsSan Francisco, United States
Senior Security Consultant
Mandiant (FireEye)
- Conducted advanced assessments for Fortune 100 clients, providing detailed analytical reports and recommendations
- Developed machine learning models for automated analysis, achieving 85% accuracy in classification tasks
- Created custom evaluation tools integrating natural language processing for enhanced content analysis
- Delivered executive briefings on AI capabilities, risks, and strategic recommendations
Summary
Detail-oriented and innovative Biotechnology specialist.
Experienced in laboratory protocols, scientific analysis, and research methods with keen interest in AI applications in life sciences.
Adept at problem-solving, data validation, and metacognitive communication, with a passion for contributing biological expertise to the development of next-generation AI systems.
Languages
English
NativeEducation
Oct 2018 - Jun 2022
Rice University
Ph.D. in Computer Science, Cybersecurity & Artificial Intelligence · Computer Science · Houston, United States · 3.97/4.0
Oct 2015 - Jun 2017
University of Texas at Austin
M.S. in Computer Science, Cybersecurity · Computer Science · Austin, United States · 3.94/4.0
Oct 2011 - Jun 2015
Texas A&M University
B.S. in Computer Science, Minor: Applied Mathematics · Computer Science · College Station, United States · 3.89/4.0
Certifications & licenses
Foundations Of Data For AI
Coursera
Responsible Conduct Of Research
Texas A&M
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