Wendy D.

WHERE DATA MEETS DISCERNMENT AI can process vast amounts of information in seconds. But what happens when the information is incomplete, the assumptions are flawed, or the right questions were never asked? That's where experienced research judgment makes the difference. With 20+ years of investigative and strategic research experience, including conducting over one million public-record searches, I help organizations improve AI accuracy through training and evaluation. My background includes regulatory compliance and complex investigations across multiple industries. I use AI extensively in my own research practice, giving me firsthand experience with both its capabilities and limitations. That perspective helps me identify and address gaps throughout the AI development and evaluation process. HOW I CAN SUPPORT YOUR AI INITIATIVES 1. AI Training & Development 🔹Create realistic research scenarios and reference answers. 🔹Develop examples involving complex professional situations and conflicting information. 🔹Establish criteria for evaluating research accuracy and quality. 2. AI Model Evaluation & Testing 🔹Assess responses for accuracy, completeness, relevance, and consistency. 🔹Verify claims against authoritative sources. 🔹Test how models handle ambiguity and incomplete context. 🔹Identify factual errors, unsupported conclusions, and reasoning gaps. 3. Ongoing Accuracy & Quality Assurance 🔹Review AI-generated information for accuracy and reliability. 🔹Identify recurring errors, outdated information, and emerging concerns. 🔹Document findings and recommend improvements. SUBJECT-MATTER FOCUS AREAS 🔹Legal & Public Records 🔹Healthcare 🔹Education 🔹Nonprofit Organizations 🔹Fraud Prevention & Investigation 🔹Exploitation Prevention & Child Protection If you're developing, training, or evaluating an AI system, let's discuss how my research expertise can contribute to your project.