"ML-dive team on IBM Bob 2.0 hackathon Hackathon"

Team Idea

We are building ML-Dive, an AI workbench for ML engineers that uses IBM Bob IDE to analyze unfamiliar codebases and diagnose broken training runs. Bob produces onboarding and triage reports; a Streamlit app renders them as clear charts with anomaly bands and a diagnosis panel.

Team Members

Aviral Gupta

crysnow

student

Sofia Shevelo

shinysonik

Abdullah Jameel

AbdullahBhatti308

Software Engineer

Submission

ML-Dive - ML Codebase & Log Debugger

ML-Dive is an IBM Bob-powered AI assistant for ML engineers that explains unfamiliar computer-vision codebases and diagnoses training-log failures such as loss spikes, overfitting, NaN/Inf loss, and stalled learning rates.