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Skills

  • Data Analysis
  • Data Science
  • Machine Learning
  • Analytics
  • Physics
  • SQL
  • Statistical Analysis
  • Cloud
  • Dashboard Design
  • Data Cleaning
  • Data Preprocessing
  • Engineering
  • Materials Science
  • Modeling
  • Predictive Analytics

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Services

  • Predictive Maintenance For Machines

    $25/hr Starting at $600 Ongoing

    Dedicated Resource

    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...

    CloudData AnalysisData CleaningData PreprocessingData Science
  • Material Strength Prediction

    $25/hr Starting at $600 Ongoing

    Dedicated Resource

    Continuous structural monitoring streams millions of rows of continuous strain, stress, and acoustic data that break standard analytics infrastructure. This project delivers a high-fidelity data analysis...

    AnalyticsCloudData AnalysisData CleaningData Preprocessing
  • Energy Analytics

    $20/hr Starting at $500 Ongoing

    Dedicated Resource

    Managing modern energy volatility requires more than just raw usage numbers. This project delivers an enterprise-grade analytics dashboard that separates corporate growth metrics from environmental impacts...

    AnalyticsCloudDashboard DesignData AnalysisData Cleaning

About

Data Scientist & 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, and real-world constraints that generate those numbers in the first place. I bridge the gap between heavy engineering and machine learning.

My work centers on industrial analytics—specifically predictive maintenance, structural health monitoring, and reliability engineering. I take messy, complex operational data and turn it into production-ready models that prevent critical failures, minimize downtime, and optimize asset performance.

If you have complex engineering or operational data and need someone who understands both the codebase and the physical systems behind it, let's talk.

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