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7.2
@CassandraGalvanPFS
Director of Data Solutions
AI Fluency Score
7.2/10
Assessed 3/25/2026
Velocity
Legacy AI Cred score
This score uses an earlier AI Cred rubric. The dimension labels below match that rubric.
Prompt Mastery
7.2
out of 10
Technical Understanding
6.8
out of 10
Critical Evaluation
7.8
out of 10
Practical Application
7.5
out of 10
AI highlights:
• Recently completed an applied AI and data science bootcamp focused on machine learning, deep learning, NLP, and LLMs. • Worked on hands-on projects in Python covering predictive modeling, sentiment analysis, text summarization, and model eval. • Use AI regularly as a practical tool for analysis, coding support, research, and structured problem-solving. • Bring a business-side perspective to AI, with a strong interest in useful, accurate, and responsible adoption. • Continuing to grow my technical depth while building confidence through real projects and everyday use.
Professional Highlights:
• 20 years of experience leading a team and contributing to the executive strategy of an organization. • 20 years of experience in Financial Services and broker-dealer administration. • 20 years of informal experience with database architecture and administration. • 18 years of experience in accounting, budgeting, payroll, and financial reporting. • 15 years of experience in IT systems and networks. • 10 years of experience in broker-dealer regulation and audit management. • 10 years of Salesforce CRM administrative experience. • 5 years of AWS experience - specifically: S3 and Redshift.
Workflow Design
6.8
out of 10