Denis G.

Key Skills

Software

Clickworker

Axiom AI

Anno-Mage

Argilla

Appen

AWS SageMaker

Top Subject Matter

Legal Services & Contract Review

Regulatory Compliance & Risk Analysis

Legal Research & Document Analysis

Top Data Types

Image

Video

Audio

Top Task Types

Polygon

Classification

Entity (NER) Classification

Cuboid

Object Detection

Text Generation

Question Answering

Text Summarization

Point/Key Point

Fine-tuning

Transcription

Evaluation/Rating

Freelancer Overview

Fabrication & Welding Trainee in Contract Review, Compliance, and Legal Research. Brings 5+ years of professional experience across complex professional workflows, research, and quality-focused execution. Education includes Diploma in Fabrication and Welding Technology, Nairobi Technical Training Institute (2023) and Kenya Certificate of Secondary Education, Naivasha High School (2018).

Labeling Experience

Language Model Trainer

VideoData Collection

Annotated high-resolution industrial welding video footage to train and optimize computer vision models for automated quality inspection and manufacturing safety. Tasks Performed: Applied precise frame-by-frame annotation and object tracking to isolate key elements such as welding arcs, sparks, weld pools, and seams. Categorized and labeled temporal segments in video feeds to identify anomalies, structural defects, or deviations from standard welding procedures.

2025 - 2026

Education

Work History