mcleanlipschutz

Work as an independent contractor on AI training and evaluation projects requiring subject matter expertise in law enforcement, investigations, fraud, and public safety. Review and evaluate AI-generated responses for accuracy, reasoning, and real-world applicability. Develop and assess complex investigative scenarios and provide structured feedback used to improve AI model performance. Projects have included work involving fraud analysis, investigative reasoning, government and policy topics, and AI agent evaluation.

Conduct criminal investigations involving fraud, cryptocurrency, theft, and other financial crimes. Trace cryptocurrency transactions across blockchain networks, identify exchange exposure and potential KYC leads, and prepare preservation and investigative requests to cryptocurrency service providers. Conduct interviews, collect and analyze evidence, prepare investigative reports, and coordinate with county, state, federal, and private-sector partners. Also responsible for patrol operations, arrests, search warrants, and complex criminal investigations.

Conducted criminal investigations, patrol operations, interviews, evidence collection, and case development in a high-volume municipal law enforcement environment. Investigated fraud, theft, suspicious activity, and other criminal offenses while coordinating with outside agencies and institutional partners. Served as a Defensive Tactics instructor and participated in responses to high-risk and critical incidents.