Hi. here’s Amirreza

but everyone calls me Amiroo.

Mechanical engineer and applied-ML researcher based in Kaiserslautern, Germany. I build physics-informed models and explainable AI for industrial systems — reading the data that friction, wear, and vibration leave behind.

Portrait of Amirreza
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Work

01
RESEARCH

LSTM Surrogate Modeling for Dry Gas Seals

Master’s thesis on simulation–experiment deviations, using Temporal Integrated Gradients for feature attribution.

BUILD

Raspberry Pi Voice Assistant

Hands-on home-automation build, voice-controlled, running fully on-device.

SYSTEMS

Industrial Edge Pipelines

MQTT / 5G edge pipelines bridging sensor streams and ML inference on the shop floor.

Hobby

02

Photography

EDIT: swap in a few frames or a gallery link.

Sports Tracking

EDIT: training notes or a watch/data writeup.

Arsenal FC

EDIT: matchday takes, or drop this card.

About Me

03

M.Sc. Mechanical Engineering (Applied Computer Science), RPTU Kaiserslautern — physics-informed ML, tribology, and industrial data systems. Based in Kaiserslautern, Germany.

M.Sc.Mechanical Eng. / Applied CS
3+Research & industry projects
DEBased in Kaiserslautern
Download CV (PDF)

EDIT: email / LinkedIn link here