Software

Quantum-Inspired Predictive Maintenance in Rail Applications

Developed quantum and classical ML models for wheel bearing and brake wear fault detection for rail operations. Also prepared a Proof of Concept (PoC) on it.

GIS-Based Track Detection and Route Mapping

Developed a real-world GIS (Geographic Information System) algorithm for automated railway track detection using nadir and oblique aerial imagery enriched with GPS metadata and achieved an accuracy over 96%.

Automotive Vision Project

Performed LiDAR object tracking and annotation for 3D computer vision and ADAS model training.

Locomotive License Plate Detection

Developed custom model for license plate detection on locomotives with OCR using Qwen 2.5 VL.

Data Preprocessing & ML Algorithms

Applied comprehensive data preprocessing and various ML algorithms including Regression, KNN, and classification models.