Dominic C.

Key Skills

Software

Prodigy

Micro1

Mercor

Other

Top Subject Matter

Natural language processing and intelligent system development

Model training data

RLHF evaluation

Top Data Types

Document

Text

Video

Computer Code Programming

Top Task Types

Classification

Prompt + Response Writing (SFT)

Text Generation

RLHF

Data Collection

Freelancer Overview

Consultant, micro1 (AI capabilities support for data-driven projects). Brings 47+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Micro1, Mercor, and Other. Education includes Doctor of Business Administration, California Intercontinental University and Master of Arts, U.S. Naval War College. AI-training focus includes data types such as Text and labeling workflows including Prompt + Response Writing (SFT), RLHF, and Data Collection.

Labeling Experience

Contractor, Mercor Intelligence (LLM training support via prompt-response and simulations)

MercorTextRLHF

Created and audited prompt-response datasets to support model training and RLHF pipelines. Authored high-fidelity prompt-response pairs and built multi-tier rubrics to evaluate model outputs for alignment, factuality, and decision quality. Identified model failure modes and proposed refinements to improve interpretability, strategic coherence, and operational realism. • Delivered high-resolution domain analysis for AI research labs in GM and operations contexts. • Designed structured simulations of real-world workflows for training signal generation. • Produced ~120 prompt-response pairs per two-week sprint with rubrics. • Evaluated outputs for alignment, factuality, and decision quality; iterated on training improvements.

2025 - Present

Consultant, micro1 (AI capabilities support for data-driven projects)

Micro1TextPrompt + Response Writing (SFT)

Supported AI-driven, data-driven projects that require structured generation and evaluation of language outputs. Contributed to product optimization and NLP integration by aligning AI solutions to business outcomes using agile methodologies. Participated in intelligent system design efforts that likely involved preparing and validating training/evaluation datasets. • Worked across multiple client engagements in a consultant capacity. • Assisted with natural language processing integration and system design. • Applied agile methodologies to iterate on AI capabilities. • Focused on aligning AI outputs with defined business outcomes.

2025 - Present

LLM Prompt Evaluation and Rubric-Based Annotation

ProdigyTextClassificationQuestion Answering

Led the design and execution of rubric-based evaluations for large language model outputs across enterprise, instructional, and strategic domains. Tasks included annotating prompt-response pairs for relevance, clarity, tone, and factual accuracy. Also contributed to adversarial prompt testing and refinement of model behavior through structured feedback loops. Supported rubric calibration and edge-case adjudication to improve consistency across annotators

2021

President & Lead Consultant, DJC Partners LLC (AI-affiliated consulting engagements)

OtherTextData Collection

Provided consulting support for clients engaged with AI services and related analytical work, which can involve preparing and managing structured datasets. Advised on security, organizational design, and scalable growth strategies for AI-affiliated collaborators. Supported engagements with partners that include AI research and intelligence platforms. • Offered strategic consulting to AI and analytics-oriented clients and collaborators. • Contributed to project scoping and business development across multiple organizations. • Supported security and organizational design initiatives tied to operational AI deployments. • Maintained a broad client portfolio including AI-focused firms.

2011 - Present

Education

Work History