James M.

Key Skills

Software

Remotasks

Other

Top Subject Matter

AI training and data labeling (image/video annotation, 3D lidar labeling, content categorization)

AI tutoring system development (NLP, personalized learning, Q&A)

AI tutoring and interactive NLP for student support

Top Data Types

Image

Video

Document

3D Sensor

Text

Top Task Types

Classification

Question Answering

Cuboid

Freelancer Overview

AI Trainer (Part-time), Remotasks. Brings 6+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Remotasks and Other. Education includes Bachelor of Arts, University of Adelaide (2024). AI-training focus includes data types such as Image, Video, and Document and labeling workflows including Classification, Question Answering, and Cuboid.

Labeling Experience

Assistant AI Tutor (Upwork)

OtherDocumentQuestion Answering

Designed an AI assistant tutoring system to personalize lesson plans for learners. Integrated natural language processing to enable interactive question answering in English and Arabic. Used performance assessment logic and pilot feedback to drive improvements in tutoring effectiveness.• Assessed student performance to tailor learning • Authored NLP-based interactive Q&A interactions • Ran pilot evaluations to validate effectiveness • Iterated on lesson personalization based on outcomes

2024 - 2024

AI Trainer (Part-time), Remotasks (3D labeling component)

Remotasks3D SensorCuboid

Contributed to training data preparation for autonomous driving related labeling needs. Participated in 3D lidar labeling activities to support structured scene understanding. Completed labeling tasks aligned with platform instructions to support dataset quality and model readiness.• Performed 3D lidar annotation as part of dataset creation • Supported autonomous vehicle related data processing • Maintained labeling consistency with guidelines • Completed training modules to improve accuracy

2022 - 2023

AI Trainer (Part-time), Remotasks

RemotasksImageClassification

Performed AI training tasks for a crowdsourced labeling platform, contributing to data processing workflows. Worked on image and video annotation as part of building datasets for downstream machine learning use cases. Ensured labeled outputs met quality requirements through guided instructions and iterative training.• Annotated images and video content for model training • Participated in dataset/content categorization tasks • Completed upskilling modules to improve labeling accuracy • Followed platform guidelines to maintain consistency

2022 - 2023

Personalized AI Tutoring System (Coursera/Independent Coursework)

OtherVideoQuestion Answering

Built and trained an AI tutoring workflow to improve personalized instruction. Designed the system to support interactive Q&A with language understanding across English and Arabic. Evaluated student progress improvements based on test score outcomes from pilot groups.• Developed algorithms to assess student performance • Personalized lesson plans using learner signals • Integrated NLP for interactive Q&A in English and Arabic • Measured gains in test scores and pilot adoption

2022 - 2022

Education

Work History