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J
Jacob Smith

Jacob Smith

AI Data Annotator - Logistically creative in every sense.

USA flagOwasso, Usa
$25.00/hrEntry Level

Key Skills

Software

No software listed

Top Subject Matter

Red Teamer: Ability to translate "chaos" into "order" without losing the human element. I utilize a creative writing lens to simulate complex, 'chaotic' human interactions and adversarial prompts, then apply a logistics-driven framework to categorize vulnerabilities and refine AI guardrails. My goal is to maximize safety without sacrificing the nuanced, human-centric quality of the model's output.
Chain-of-Thought Architect: I leverage a background in technical writing and high-volume logistics to transform complex prompts into transparent, step-by-step logical frameworks. I specialize in auditing "hidden" reasoning to ensure every link in the AI's decision-making chain is procedurally sound, factually substantiated, and structurally precise.
Operational Integrity & Instruction Specialist: I apply a decade of experience in logistics management and inventory systems to ensure AI models adhere to complex, multi-layered constraints with 100% accuracy. I specialize in auditing model outputs against rigid procedural standards, ensuring that "logistics logic" is maintained across high-volume data sets without losing structural clarity.

Top Data Types

TextText
DocumentDocument
ImageImage

Top Task Types

Red TeamingRed Teaming
RLHFRLHF
Fine-tuningFine-tuning
Text GenerationText Generation
Text SummarizationText Summarization
Question AnsweringQuestion Answering

Freelancer Overview

Logic-minded former Case Reserve Specialist/Acting Supervisor for Macy's Supply Chain. Brings 22+ years of professional experience from across both the food industry and warehouse logistics. Most recently accomplishing nearly 8 years of complex professional workflows, research, management and quality-focused execution at a logistics fulfillment center. Hobbies include but are in no way limited to creative writing, reading, computers and various other electronics. Education includes over 115+ hours of credits towards a Bachelor of Arts from Rogers State University with a major emphasis on English and a High School Diploma from Claremore High School (2005).

Entry LevelEnglish

Labeling Experience

No Data Labeling experience added

Jacob S. hasn’t added any AI Training or Data Labeling experience to their OpenTrain profile yet.

Education

C

Claremore High School

High School Diploma, N/A

High School Diploma
2001 - 2005
R

Rogers State University

Bachelor of Arts, English

Bachelor of Arts
2005

Work History

M

Macy’s

Case Reserve Specialist / Acting Supervisor

Owasso
2018 - 2026
B

Buffalo Wild Wings

Wing-Certified Trainer / Heart-of-House Shift Lead

Claremore
2013 - 2019