Vinay Dodla

Key Skills

Software

Other

Top Subject Matter

No subject matter listed

Top Data Types

Image

Text

Video

Top Task Types

Action Recognition

Classification

Computer Programming/Coding

Data Collection

Emotion Recognition

Freelancer Overview

I bring strong experience in AI training data and data labeling through hands-on work with diverse datasets across text, image, and sensor domains. As a Graduate Research Assistant at the University of Kansas, I built secure data pipelines for IoT sensor networks, performing rigorous QA/QC and automation to maintain data integrity. My MOVE Fellowship involved evaluating large-scale AI/ML datasets and designing domain-specific prompts to test and improve model reasoning, giving me direct exposure to high-quality data annotation and validation practices. Along with my expertise in SQL, Python, and ETL workflows, I have worked on projects such as Faulty Fan Detection using embedded ML, loan default prediction using interpretable models, and IoT telemetry capture with AWS IoT. This combination of technical skill and practical AI/ML experience enables me to deliver accurate, well-structured datasets and contribute to the development of reliable AI systems.

Labeling Experience

Education

Work History