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Kevin

Kevin

LLM Evaluation & Rating Lead (Chief Technology Officer, Neurivon AI)

USA flagRaleigh-Durham-Chapel-Hill Area, Usa
$60.00/hrIntermediateDon T Disclose

Key Skills

Software

Don't disclose

Top Subject Matter

AI Model Evaluation
Regulatory Compliance
Contract Management

Top Data Types

TextText
DocumentDocument
Computer Code ProgrammingComputer Code Programming

Top Task Types

Fine Tuning
Computer Programming Coding
Data Collection
Function Calling
Prompt Response Writing SFT
Evaluation Rating

Freelancer Overview

LLM Evaluation & Rating Lead (Chief Technology Officer, Neurivon AI). Brings 4+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include G-Eval, Internal, and Proprietary Tooling. Education includes Bachelor of Science, Purdue University Global (2025) and High School Diploma, K12 Private Academy (2024). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Fine-tuning.

IntermediateEnglish

Labeling Experience

LLM Fine-tuning Specialist (Chief Technology Officer, Neurivon AI)

TextFine Tuning
I fine-tuned a domain-specific Llama-3 model using Low-Rank Adaptation (LoRA) on proprietary datasets. This involved preparing and curating labeled data to improve summarization performance on compliance documents. The project resulted in a significant 25% improvement on targeted summarization metrics. • Selected and cleaned text data sets for effective model fine-tuning. • Mapped evaluation goals to labeling schema for training data. • Applied LoRA techniques using industry-standard MLOps tools for scalable experimentation. • Iterated model evaluation with HITL to verify label accuracy.

I fine-tuned a domain-specific Llama-3 model using Low-Rank Adaptation (LoRA) on proprietary datasets. This involved preparing and curating labeled data to improve summarization performance on compliance documents. The project resulted in a significant 25% improvement on targeted summarization metrics. • Selected and cleaned text data sets for effective model fine-tuning. • Mapped evaluation goals to labeling schema for training data. • Applied LoRA techniques using industry-standard MLOps tools for scalable experimentation. • Iterated model evaluation with HITL to verify label accuracy.

2026 - Present

LLM Evaluation & Rating Lead (Chief Technology Officer, Neurivon AI)

Text
I established a rigorous LLM evaluation framework utilizing G-Eval and human-in-the-loop (HITL) scoring to quantifiably measure and reduce model hallucinations. This process involved the iterative evaluation of generative text model outputs by domain experts and analysts. The experience improved model accuracy and robustness within compliance and contract lifecycle management domains. • Designed custom criteria for hallucination and relevance in LLM-generated outputs. • Managed a team conducting structured human annotation and rating cycles. • Integrated feedback loops into the model improvement pipeline. • Leveraged internal dashboards and G-Eval for annotation management and result tracking.

I established a rigorous LLM evaluation framework utilizing G-Eval and human-in-the-loop (HITL) scoring to quantifiably measure and reduce model hallucinations. This process involved the iterative evaluation of generative text model outputs by domain experts and analysts. The experience improved model accuracy and robustness within compliance and contract lifecycle management domains. • Designed custom criteria for hallucination and relevance in LLM-generated outputs. • Managed a team conducting structured human annotation and rating cycles. • Integrated feedback loops into the model improvement pipeline. • Leveraged internal dashboards and G-Eval for annotation management and result tracking.

2026 - Present

Education

N

North Carolina School of Science and Mathematics

High School Diploma, General Education

High School Diploma
2024 - 2024
K

K12 Private Academy

High School Diploma, General Education

High School Diploma
2024 - 2024

Work History

N

Neurivon AI

Chief Technology Officer

Raleigh-Durham-Chapel-Hill Area
2026 - Present
J

Jireh IT Consulting, LLC

Full-Stack Developer

Raleigh-Durham-Chapel-Hill Area
2022 - Present