Faris F.

Key Skills

Software

No software listed

Top Subject Matter

Mathematics visual data for AI (Calculus, Linear Algebra, Applied Math)

Arabic literacy and Quran reading instruction

Legal Services & Contract Review

Top Data Types

Image

Text

Document

Top Task Types

Question Answering

Freelancer Overview

AI Systems Fellow (Contract) - Handshake AI | Project Ohm & Hedgehog, Mathematics Domain. Brings 5+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Internal and Proprietary Tooling. Education includes Bachelor of Science, University of Texas at Dallas (2029). AI-training focus includes data types such as Image and Text and labeling workflows including Evaluation, Rating, and Question Answering.

Labeling Experience

AI Systems Fellow (Contract) - Handshake AI

Image

In this contract role, you evaluate and improve visual AI systems for mathematical domains. You work with large-scale datasets related to topics such as calculus, linear algebra, and applied math. Your responsibilities focus on dataset refinement and improving model robustness through careful quality review. • Annotate and validate large-scale image datasets for math-related content. • Contribute to dataset refinement and improve labeling guideline processes. • Support evaluations to enhance visual AI system performance. • Ensure data quality to strengthen robustness of downstream models.

2026 - Present

AI Systems Fellow (Contract) - Handshake AI | Project Ohm & Hedgehog, Mathematics Domain

Image

Annotated and validated large-scale image datasets for mathematical/ranging topics to improve visual AI system performance. Helped refine labeling guidelines to enhance model robustness and reduce dataset inconsistencies. Performed quality checks on annotations as part of continuous dataset improvement. • Annotating image datasets related to Calculus, Linear Algebra, and Applied Math • Validating annotation quality at scale • Updating/refining dataset labeling guidelines • Supporting dataset refinement for robustness improvements

2026 - Present

Volunteer Tutor - Austin Islamic Sunday School at NAMCC

TextQuestion Answering

Provided AI-adjacent tutoring support by teaching children to read Arabic and the Quran through structured instruction and corrections. Worked one-on-one with students to improve reading fluency and comprehension. Delivered consistent weekly learning assistance and educational support over an extended period. • Tutored children every Sunday in Arabic reading and Quran recitation • Corrected students' reading and provided targeted instruction • Supported learning for 10+ students • Volunteered 150+ hours providing educational assistance

2022 - 2024

Education

Work History