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Dennis T.

Dennis T.

Expert Contributor – Machine Learning (Evaluation Workflows)

USA flagReno, Usa

Key Skills

Software

Snorkel AISnorkel AI

Top Subject Matter

Agentic Generative AI Evaluation
Legal Services & Contract Review
Regulatory Compliance & Risk Analysis

Top Data Types

TextText
DocumentDocument

Top Task Types

Evaluation/RatingEvaluation/Rating
Computer Programming/CodingComputer Programming/Coding
RLHFRLHF
Red TeamingRed Teaming
Function CallingFunction Calling
Question AnsweringQuestion Answering

Freelancer Overview

Expert Contributor – Machine Learning (Evaluation Workflows). Brings 19+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Snorkel AI. Education includes Postgraduate Certificate, The University of Texas at Austin, McCombs School of Business and Bachelor of Arts, New York University, College of Arts and Science. AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

I work as an Expert Contributor on Snorkel AI, where I do LLM evaluation, response ranking/rating, RLHF-style preference

I work as an Expert Contributor on Snorkel AI, where I do LLM evaluation, response ranking/rating, RLHF-style preference labeling, and dataset benchmarking. I also serve as a technical reviewer for Packt, evaluating AI/ML technical content for accuracy. My broader background is in AI/agentic systems engineering (RAG, MCP, LangChain, PyTorch), so I bring domain expertise to code review, agentic task evaluation, and technical data labeling rather than general-purpose annotation.

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Education

U

University of Texas at Austin (McCombs School of Business) Postgraduate Certificate, AI & Machine Learning for Business

University of Texas at Austin (McCombs School of Business) Postgraduate Certificate, AI & Machine Learning for Business Applications, 2025 (GPA 4.22). New York University (College of Arts and Science) BA, Economics, 1996.

University of Texas at Austin (McCombs School of Business) Postgraduate Certificate, AI & Machine Learning for Business Applications, 2025 (GPA 4.22). New York University (College of Arts and Science) BA, Economics, 1996.
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Work History

C

Company not specified

Expert Contributor, Machine Learning | Snorkel.ai | Nov 2025–Present Benchmark evaluation of frontier agentic models (An

Location not specified
Not specified