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Social Hubb

@socialhubb

AI Evaluation Specialist at Outlier AI / Scale AI who evaluated 2,000+ AI tasks and built an open-source LLM evaluation tool.

United States

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What I'm looking for

I’m seeking flexible, contract-based engagements where craft, rigor, and measurable impact matter, and where I can contribute to advancing responsible AI.

At Outlier AI / Scale AI, I evaluate AI-generated content for accuracy, tone, instruction adherence, safety, and usefulness. I’ve completed 2,000+ evaluation tasks and produce written content for model training.

At the UC Berkeley Department of Electrical Engineering & Computer Sciences, I co-led annotation for a 15,000-sample multilingual dataset. I also designed reliability protocols that raised annotation agreement from 81% to 94%, and authored two sections of a research paper accepted to a peer-reviewed NLP workshop.

As a freelance Technical Content Writer & Editor, I produced long-form articles, white papers, and technical blog posts for AI, SaaS, and fintech clients. I also developed editorial style guides for three ongoing client engagements.

I built an open-source Python tool for benchmarking LLM outputs across coherence, factual grounding, instruction adherence, and stylistic quality. My UC Berkeley senior capstone examined framing bias and factual omission in AI-generated news summaries and received departmental distinction.

Experience

Work history, roles, and key accomplishments

Current

AI Evaluation Specialist & RLHF Annotator

Current

Outlier AI / Scale AI

Jun 2025 - Present (1 year 3 months)

Executes AI training tasks including prompt writing, preference labeling, and factual verification. Maintains high quality consistency and produces original written content for model training.

RLHF Prompt Engineering Data Annotation Model Evaluation Technical Writer Creative Writing Fact Checking Code Evaluation Slack

Undergraduate Research Assistant – AI & NLP Lab

UC Berkeley Department of Electrical Engineering & Computer

Jan 2024 - May 2025 (1 year 4 months)

Co-led annotation efforts for a multilingual dataset and designed inter-rater reliability protocols. Authored sections of a research paper on LLM evaluation methodology.

Data Annotation NLP Inter Rater Reliability Testing Research Technical Writer Presentation Skills

Technical Content Writer & Editor

Self-Employed

Sep 2022 - May 2025 (2 years 8 months)

Produced long-form articles, white papers, and technical blog posts for clients in AI, SaaS, and fintech sectors. Developed editorial style guides and maintained high client retention.

Technical Writer Editing Style Guide Content Creation Whitepapers Blogging

AI/ML Teaching Assistant

UC Berkeley Department of Computer Science

Aug 2023 - Dec 2023 (4 months)

Supported a 120-student Introduction to Artificial Intelligence course, leading discussion sections and office hours. Created supplementary guides on AI concepts.

Teaching AI Neural Networks Search Algorithms Bayesian Inference (PyMC)Grading Feedback

Data Entry & Process Improvement Intern

Bucks County Department of Technology Services

Jun 2020 - Aug 2020 (2 months)

Digitized and QA-reviewed legacy records, designing a validation checklist that reduced errors. Wrote procedural documentation and presented process optimization proposals.

Data Entry QA Documentation Process Improvement Presentation Skills

Education

Degrees, certifications, and relevant coursework

University of California, Berkeley

Bachelor of Science, Computer Science

2021 - 2025

Grade: 3.7 / 4.0

Activities and societies: Member, Berkeley AI Research (BAIR) Student Group; Vice President, Technical Writing Society; Dean's List Fall 2022, Spring 2023, Fall 2023, Spring 2024

Bachelor of Science in Computer Science from the University of California, Berkeley, with relevant coursework in AI, NLP, and machine learning. Graduated with a GPA of 3.7/4.0 and received departmental distinction for a senior thesis on LLM evaluation.

LinkedIn Learning

Advanced Technical Writing for Technology, Technical Writing

Completed the Advanced Technical Writing for Technology course, covering documentation strategy, audience analysis, structured writing frameworks, and editing for clarity.

Coursera – DeepLearning.AI

Deep Learning Specialization, Deep Learning

Completed the Deep Learning Specialization, a five-course series covering neural networks, CNNs, RNNs, and practical deep learning deployment.

UC Berkeley Extension

AI Ethics & Responsible Innovation, AI Ethics

Completed a 45-hour course on AI Ethics & Responsible Innovation, covering algorithmic fairness, bias mitigation, data privacy, and ethical annotation practices.

Council Rock High School South

High School Diploma, General Studies

2017 - 2021

Grade: Top 8% of class

Activities and societies: Founded AI & Machine Learning Club; Editor-in-Chief, school literary magazine

High school diploma with academic honors, graduating in the top 8% of the class. Founded the school's AI & Machine Learning Club and served as Editor-in-Chief of the literary magazine.