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I will deliver a predictive maintenance system for industrial assets

Alcune informazioni sono riportate in lingua inglese.

Pakistan

Parlo Inglese

Data Scientist and Analyst, Project Manager

I look at data through the lens of a Physicist. A lot of data science treats numbers as abstract points on a graph. Because my background is in Physics, I focus on the physical systems, mechanics, an...
Informazioni su questo servizio

Purely data-driven models frequently miss failures because they ignore physical reality. This project bridges that gap by combining machine learning with mechanical domain expertise, delivering a high-fidelity asset tracking pipeline that respects physical variables like thermal limits, stress, and vibrational frequencies.

Expertise:

Rilevamento di anomalie

Analisi predittiva

Linguaggio di programmazione:

Python

SQL

Framework:

Scikit-learn

Panda

Il mio portfolio