Dr. John Ferrier

Machine Learning

Historical overview of my application and utilization of Machine Learning.

Work Experience

Writer/Reviewer
Mercor IntelligenceSept 2025-Present
John trains AI Reasoning models in solving complex PhD level physics problems.
Doctoral Researcher
Northeastern University - 2D Quantum Materials LaboratoryJan 2019-Sept 2024
Machine Learning & Computational Physics; Software & Hardware Engineering

Projects

2D Material Synthesis Optimization
Developed neural network methods and thermodynamic models to optimize the synthesis of 2D quantum materials, reducing computational predictions and experimental discovery time....
Sentiment Analysis Stock Trader
Designed a stock analyzing software that would utilize a sentiment analysis machine learning model to read stock news before the market opens to determine whether to trade stocks. The system was origi...
Resume Builder
Wrote a resume builder that would take in a JSON file of the user's resume and the jobs that they're applying to and outputs a resume tailored to each job. The resume builder utilizes a large language...
Website SLM
Developed software to train and fine-tune large language models for the purpose of building a website chatbot that can be used to answer questions about the my resume and previous experience. More can...