Israel D.

Key Skills

Software

AWS SageMaker

Top Subject Matter

Computer Vision for Film Editing and Visual Effects

Video Analytics and Audience Engagement ML

Top Data Types

Video

Image

Top Task Types

Fine-tuning

Freelancer Overview

AI Research Intern — DataMind Labs. Brings 5+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal, Proprietary Tooling, and AWS SageMaker. Education includes Bachelor of Film Arts, National Film Institute (2020). AI-training focus includes data types such as Video and labeling workflows including Computer Programming, Coding, and Fine-tuning.

Labeling Experience

Machine Learning Engineer — Innovatech Solutions

AWS SageMakerVideoFine-tuning

Designed and deployed machine learning solutions for video analytics and audience engagement, supporting model training on media-related datasets. Work included building predictive models and running them in cloud environments for production deployment and ongoing improvements. This role reflects AI training/model development using video data for analytics outputs. • Designed predictive models for video analytics and audience engagement • Deployed ML solutions on AWS and Azure cloud platforms • Supported iterative model development for media engagement predictions • Enabled scalable delivery of ML outputs for production use

2023 - 2025

AI Research Intern — DataMind Labs

Video

Contributed to computer-vision work supporting film editing and visual effects, including recognition-focused model development. The internship involved preparing and using image/video data for deep learning image recognition development and related computer-vision pipelines. Work supported downstream production workflows where vision outputs are applied to media content. • Applied computer vision techniques to film editing and visual effects • Assisted developing deep learning models for image recognition • Supported training/data processing steps for computer-vision recognition tasks • Enabled AI-driven improvements to video/image media workflows

2021 - 2021

Education

Work History