Ashkan Ghanavati 🔬
Ashkan Ghanavati

PhD Candidate | ML & Materials Science

Northeastern University

Bridging experimental materials science and machine learning to solve complex, data-scarce problems. I specialize in extracting maximum insight from limited datasets through intelligent experimental design and physics-informed algorithms.

Experience

  1. Graduate Research Assistant

    Northeastern University
    Developing novel CNT assemblies with ML-guided parameter optimization. Built automated Python pipelines for data collection and analysis.

  2. Graduate Teaching Assistant

    Northeastern University
    Teaching thermodynamics, fluid mechanics, MLOps, and mechanics of materials lab to 150+ students per semester.

Education

  1. PhD Mechanical Engineering

    Northeastern University

  2. MSc Energy Conversion

    University of Tehran

  3. BSc Mechanical Engineering

    University of Tehran