Luis Marte

Key Skills

Software

Roboflow

Top Subject Matter

No subject matter listed

Top Data Types

Video

Top Task Types

Classification

Object Detection

Freelancer Overview

I am a computer science graduate student with a strong focus on artificial intelligence and over a decade of experience building and operating large-scale production systems. My background includes designing and developing end-to-end machine learning pipelines for domains such as computer vision and signal processing, where I have managed all stages of data collection, preprocessing, feature extraction, and annotation. Notably, I have engineered automated data labeling solutions for projects like NFL play classification using deep learning models (YOLO, EfficientNet) and advanced segmentation techniques, as well as unsupervised anomaly detection in radio spectrograms for SETI research. My expertise spans Python, data pipelines, distributed systems, and cloud-native architectures, and I am adept at leveraging both manual and automated methods to ensure high-quality training data for AI applications. I am passionate about applying my skills to create robust, scalable AI systems and deliver reliable, labeled datasets for real-world machine learning challenges.

Labeling Experience

NFL All-22 player labeling

RoboflowVideoClassificationObject Detection

The project was to identify players, formations, and outcome of certain plays

The project was to identify players, formations, and outcome of certain plays

2025 - 2025

Education

Work History