scania

Tegel Design System

An exploratory Human-in-the-Loop (HITL) framework bridging 2D engineering drawings and 3D CAD (CATIA V5) for geometric validation. Developed with Scania CV AB. DIVA Publishment Below :

Privacy preserving remaining useful life prediction on SCANIA-X truck telemetry: Spectral-DP and DP-SGD under a custom RDP accountant, validated by membership inference attack.

Calibrated time-series foundation-model cascade for Scania truck failure-risk inference: edge/cloud HTTP services, adaptive routing, reproducible benchmarks and operations console.

Predicción de fallos APS en camiones Scania con validación cruzada en train, pipelines de machine learning, evaluación con coste, XAI y robustez.

Scania APS failure classification using a single decision tree, calibrated probabilities, frozen cost policy, official test and bilingual executive study.

Home assigment for Scania. AI enablement developer. AI diagnostic tool that translates mechanical symptoms of trucks into root mechanical problems. React Typescript Git Hub Pages Redux Axios Chat GPT Davici model.

Unofficial ETS2 mod: 5000 hp V8 engine + 10-speed close-ratio drag transmission for the Scania R 2016. Built for standing starts and top speed. All tuning values derived, no game files included.

Fix blinker sound timing for Scania R S 2016 to match the official

MaintiQ Predict: Windows desktop MVP for smart manufacturing predictive maintenance with CSV risk prediction, SPC monitoring, GenAI manager reports, and approval workflow.

Predictive maintenance on 4 public datasets (SCANIA trucks, APS, NASA C-MAPSS, MetroPT-3): cost-based maintenance decisions, a hidden scale shift between splits, 8 model families selected without the test set, FastAPI + Docker demo.