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Kevin Murphy

Capital Markets, Finance Expert - LLM Training

USA flag
Miami, Usa
$125.00/hrExpertMercor

Key Skills

Software

MercorMercor

Top Subject Matter

Capital Markets
Financial Compliance & Risk Analysis
Accounting Domain Expertise

Top Data Types

TextText

Top Task Types

Fine Tuning

Freelancer Overview

Capital Markets, Finance Expert - LLM Training. Brings 20+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Mercor. Education includes Bachelor of Science, Rutgers, School of Engineering (2005). AI-training focus includes data types such as Text and labeling workflows including Fine-tuning.

ExpertEnglish

Labeling Experience

Mercor

Capital Markets, Finance Expert - LLM Training

MercorTextFine Tuning
Worked as a Subject Matter Expert (SME) partnering with AI labs to train and fine-tune Large Language Models (LLMs) for advanced capital markets and finance domains. Designed synthetic data scenarios and gold-standard evaluation rubrics to benchmark prompt result performance to industry standards. Ensured algorithmic outputs adhered to rigorous accuracy with minimal hallucinations for institutional deployment. • Led training tasks for prompt engineering and evaluation in high-finance applications. • Produced and evaluated prompts, completions, logic chains, and model responses. • Applied expertise for LLM reasoning in multi-step finance, accounting, and consulting scenarios. • Used industry standards for result benchmarking and error analysis.

Worked as a Subject Matter Expert (SME) partnering with AI labs to train and fine-tune Large Language Models (LLMs) for advanced capital markets and finance domains. Designed synthetic data scenarios and gold-standard evaluation rubrics to benchmark prompt result performance to industry standards. Ensured algorithmic outputs adhered to rigorous accuracy with minimal hallucinations for institutional deployment. • Led training tasks for prompt engineering and evaluation in high-finance applications. • Produced and evaluated prompts, completions, logic chains, and model responses. • Applied expertise for LLM reasoning in multi-step finance, accounting, and consulting scenarios. • Used industry standards for result benchmarking and error analysis.

2025 - Present

Education

R

Rutgers, School of Engineering

Bachelor of Science, Mechanical and Aerospace Engineering

Bachelor of Science
2005 - 2005

Work History

N

Neurogen Sciences

Founder and Board Member

Miami
2025 - Present
V

Vortex Capital

Managing Director

Zurich
2025 - Present