Nolan H.

Key Skills

Software

Don't disclose

Top Subject Matter

1. Computer Science & Software Engineering

core focus: advanced object-oriented programming (oop)

functional programming

software architecture.

languages: deep expertise in python ecosystem development

Top Data Types

Text

Image

Document

Top Task Types

Classification

Question Answering

Text Generation

Text Summarization

Evaluation/Rating

Data Collection

Fine-tuning

Freelancer Overview

Founder & Technical Lead in Contract Review, Compliance, and Legal Research. Brings 2+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Don't disclose, Internal, and Proprietary Tooling. Education includes Bachelor of Science, Brooklyn College - City University of New York (2025). AI-training focus includes data types such as Text, Computer Code, and Programming and labeling workflows including Evaluation, Rating, and Fine-tuning.

Labeling Experience

Founder & Technical Lead — Orbit Studio (2026–Present)

Fine-tuning

Designed, optimized, and audited fine-tuned AI workflows by evaluating generated assets and code snippets against precise multi-layered performance and formatting rubrics. Developed automated model-validation tooling to ensure compliance with complex software constraints and improved reliability of downstream outputs. Translated nuanced user constraints into bulletproof, automated guidelines to enhance content precision and interface logic. • Evaluated model outputs for rubric adherence and performance/formatting quality. • Implemented automation for validating model outputs against software constraints. • Built structured guideline systems derived from user requirements. • Conducted iterative audits to isolate semantic and formatting edge cases.

2026 - Present

Operations & Quality Assurance Manager — Veloura & Axiora (2025–2026)

Don't discloseText

Conducted rigorous quality assurance through catalog validation and text auditing for high-end digital storefronts. Reviewed and cross-examined promotional, informational, and product messaging to ensure alignment with luxury brand guidelines and e-commerce performance metrics. Isolated edge-case systemic discrepancies, bugs, and stylistic variations to improve output consistency across consumer-facing digital channels. • Checked copy for accuracy, alignment, and conversion-optimized messaging. • Audited layout and formatting consistency across storefront content. • Detected and mapped edge-case discrepancies affecting output quality. • Ensured reliable programmatic behavior through repeated review cycles.

2025 - 2026

Digital Strategist & Analytics Lead — Independent Digital Systems (2025–2026)

Don't discloseText

Evaluated and audited generated interactive content and algorithmic logic against strict optimization benchmarks and detailed rubrics. Performed meticulous text structuring and formatting to maximize clarity, professional resonance, and logical flow for technical and marketing assets. Applied multi-source data stream analysis to refine computational frameworks and back-end integration steps. • Assessed outputs for formatting correctness, clarity, and logical consistency. • Ran continuous evaluation loops for interactive content models. • Used telemetry and behavioral blueprints to guide refinement of evaluation criteria. • Verified compliance with optimization targets using rubric-driven review.

2025 - 2026

While I have not worked in a formal AI training or data labeling role, I have experience using AI tools extensively for

While I have not worked in a formal AI training or data labeling role, I have experience using AI tools extensively for content creation, research, evaluation, and quality review. I am familiar with reviewing AI-generated responses, identifying inaccuracies, comparing outputs, organizing data, and following detailed guidelines. I am actively seeking opportunities to gain hands-on experience in AI training, annotation, and evaluation projects.

Not specified

Education

Work History