Jaish K

// AI PRODUCT SUITE

Industrial AI products engineered for deterministic impact.

Modular, explainable, and production-ready. Each product ships with interactive sandboxes so technical and business audiences can evaluate behavior before committing.

Live SandboxSteel & Metal Manufacturing

Steel Manufacturing Intelligence Platform

Defect Precognition · RCA Rule Engine · SHAP Explainability · Batch Prediction

An end-to-end predictive manufacturing intelligence system that forecasts rolling-mill defects, generates human-readable root-cause rules for shop-floor operators, and provides transparent SHAP-based factor attribution — eliminating black-box decision-making in production environments.

Open product brief

Quality Precognition Engine

Random Forest + Stage-wise Mill Classifiers

Root Cause Rule Generator

Decision-Tree Rule Induction + Rule Pruning

SHAP Explainability Studio

SHAP (Tree Explainer) + Partial Dependence Plots

Coil Property & Recipe Simulator

Neural Networks + Transfer Learning + Random Forest

Sensor Telemetry Outlier Cleaner

Patented High-Frequency Anomaly Filter