Luke Smith

Key Skills

Software

Appen

Clickworker

CrowdSource

Data Annotation Tech

Deep Systems

Labelbox

Mindrift

Remotasks

Scale AI

Toloka

Other

Top Subject Matter

Retail product labeling.

data annotation.

Sentiment analysis for social media.

Top Data Types

Computer Code Programming

Image

Text

Top Task Types

Bounding Box

Computer Programming Coding

Evaluation Rating

Prompt Response Writing SFT

Question Answering

Freelancer Overview

I have extensive experience in data labeling and AI training, specializing in the annotation and quality assurance of diverse datasets, including images, audio, and text. My work has been instrumental in training AI models by ensuring data accuracy, consistency, and alignment with project goals. Through rigorous review and adaptation to various tools and techniques, I have developed a strong ability to meet evolving project requirements while maintaining high standards of quality. My expertise in pattern recognition and computational problem-solving, coupled with a deep understanding of mathematical and computer science principles, has enabled me to contribute to the development of cutting-edge AI systems. What sets me apart is my commitment to continuous learning and ethical AI practices. I have a proven track record of collaborating with multidisciplinary teams to streamline workflows and enhance data quality. My analytical and critical thinking skills, honed through advanced education and diverse projects, allow me to approach complex challenges with precision and creativity. With a strong foundation in STEM and a passion for AI advancements, I am driven to contribute to impactful projects that push the boundaries of technology.

Labeling Experience

AI Trainer

LabelboxTextPrompt Response Writing SFT

I contributed to the development of a state-of-the-art language model through high-quality data labeling and annotation for tasks like entity recognition, summarization, and question answering. I also worked on fine-tuning and RLHF to enhance model performance and ensure ethical AI behavior. Using tools like Labelbox, I collaborated with a multidisciplinary team to maintain data consistency, improve workflows, and create a robust language model tailored to user needs.

I contributed to the development of a state-of-the-art language model through high-quality data labeling and annotation for tasks like entity recognition, summarization, and question answering. I also worked on fine-tuning and RLHF to enhance model performance and ensure ethical AI behavior. Using tools like Labelbox, I collaborated with a multidisciplinary team to maintain data consistency, improve workflows, and create a robust language model tailored to user needs.

2024 - 2024

Trainer

Scale AITextComputer Programming Coding

I contributed to the training and optimization of a coding-focused AI model by annotating datasets for coding queries, function calls, and programming solutions across multiple languages. I supported supervised fine-tuning (SFT) with prompt and response writing, creating realistic coding scenarios to enhance the model's contextual understanding. Additionally, I worked on function calling annotations, evaluation, and RLHF, refining the model's ability to debug, generate code snippets, and solve programming problems. Using tools like Hubstaff, I collaborated with a cross-functional team to streamline workflows and deliver an effective coding assistant for developers.

I contributed to the training and optimization of a coding-focused AI model by annotating datasets for coding queries, function calls, and programming solutions across multiple languages. I supported supervised fine-tuning (SFT) with prompt and response writing, creating realistic coding scenarios to enhance the model's contextual understanding. Additionally, I worked on function calling annotations, evaluation, and RLHF, refining the model's ability to debug, generate code snippets, and solve programming problems. Using tools like Hubstaff, I collaborated with a cross-functional team to streamline workflows and deliver an effective coding assistant for developers.

2022 - 2023

Education

Work History