Kyle Batsch

Key Skills

Software

Data Annotation Tech

Labelbox

Mercor

Appen

Google Cloud Vertex AI

Label Studio

Micro1

Mindrift

OneForma

Toloka

Telus

AWS SageMaker

Clickworker

Top Subject Matter

Multimodal AI/LLM Alignment

Legal Services & Contract Review

Regulatory Compliance & Risk Analysis

Top Data Types

Audio

Image

Text

Document

Top Task Types

Audio Recording

Bounding Box

Classification

Data Collection

Emotion Recognition

Evaluation/Rating

Object Detection

Prompt + Response Writing (SFT)

Entity (NER) Classification

Text Generation

Fine-tuning

Transcription

Freelancer Overview

Data Annotator / AI Trainer (Freelance). Brings 6+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include TELUS. Education includes Bachelor of Science, American InterContinental University (2027) and Certificate in Medical and Clinical Assistant, Branford Hall Career Institute (2017). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

Hedgehog Project (Webpage Derendering Task) Handshake.AI

VideoData Collection

Task of accessing assigned Web Award web pages, for video clip capture, of major effects on assigned webpage. Must capture 3-5 minutes of uploaded clip, to cover any major animations, transitions, or any effect on webpage, including all effects after the Hero page. Must access 2 or 3 additional above the hero portions, and capture assigned animations, effects, etc. A text description of captured effects is then developed, with screenshots of descriptions included. Must include 5 or more screenshot and descriptions. A final paragraph is written describing included video sample covering all aspects of chosen webpage effects, animations, transitions, and further actions.

Task of accessing assigned Web Award web pages, for video clip capture, of major effects on assigned webpage. Must capture 3-5 minutes of uploaded clip, to cover any major animations, transitions, or any effect on webpage, including all effects after the Hero page. Must access 2 or 3 additional above the hero portions, and capture assigned animations, effects, etc. A text description of captured effects is then developed, with screenshots of descriptions included. Must include 5 or more screenshot and descriptions. A final paragraph is written describing included video sample covering all aspects of chosen webpage effects, animations, transitions, and further actions.

2026 - Present

Bounding Box (Handshake.AI)

ImageBounding Box

Current open project tasking, involving drawing bounding boxes around various objects contained in the video option, or the image option for choices of tasks on dashboard. In the video, we command AI to either remove or add object, as is same with image.

Current open project tasking, involving drawing bounding boxes around various objects contained in the video option, or the image option for choices of tasks on dashboard. In the video, we command AI to either remove or add object, as is same with image.

2026 - Present

Data Annotator/AI Trainer Freelance (Outlier.ai, Alignerr, Mercor industries, Telus International, Handshake.AI, Appen, Mindrift

TelusTextEvaluation Rating

As a freelance Data Annotator and AI Trainer for Outlier.ai, Alignerr, and Mercor, I processed, evaluated, and redirected information provided by AI models to ensure quality output. My responsibilities included assessing AI-generated responses to framed questions and rating the quality, reliability, and understanding of input and output. This role required strong attention to detail, knowledge of AI behaviors, and a systematic approach to identifying inconsistencies, weaknesses, and potential code errors. • Evaluated and rated text-based outputs from generative AI models • Identified weaknesses and errors in AI reasoning and code interpretation • Ensured quality and relevance of information sent for AI integration • Processed feedback to inform future AI improvements

As a freelance Data Annotator and AI Trainer for Outlier.ai, Alignerr, and Mercor, I processed, evaluated, and redirected information provided by AI models to ensure quality output. My responsibilities included assessing AI-generated responses to framed questions and rating the quality, reliability, and understanding of input and output. This role required strong attention to detail, knowledge of AI behaviors, and a systematic approach to identifying inconsistencies, weaknesses, and potential code errors. • Evaluated and rated text-based outputs from generative AI models • Identified weaknesses and errors in AI reasoning and code interpretation • Ensured quality and relevance of information sent for AI integration • Processed feedback to inform future AI improvements

2025 - Present

Education

Work History