Date: 19th February 2026 | Time: 1:00 PM
Event Overview
The BlackBox Brawl – Humans vs NoCodeML is a unique Machine Learning hackathon designed to test human
intelligence against automated AI model builders. Participants were challenged to build and optimize their own
machine learning models on a provided dataset and attempt to outperform the benchmark generated by an
AutoML system.
The Challenge
Participants analyze the dataset and develop machine learning models to achieve the highest possible prediction
accuracy. The primary objective is to outperform the automated benchmark score generated by the NoCodeML
AutoML system.
Competition Format
- Dataset and problem statement released at the start of the event.
- Participants build and optimize Machine Learning / Deep Learning models.
- NoCodeML generates an automated benchmark score.
- Participants who beat the benchmark qualify for the final round.
- Finalists present their solution and methodology.
Key Learning Outcomes - Hands-on experience in machine learning model development
- Understanding AutoML vs manual ML approaches
- Practical exposure to feature engineering and model optimization
- Experience solving real-world AI problem solving







