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nick-gould/readme.md

Hi, I'm Nick Gould

I'm a "full stack" data scientist focused on building practical machine learning solutions, experimenting with real-world datasets, and deploying models that create measurable impact. I have built and deployed projects using various tech stacks from databricks to cron jobs.

I am a generalist who has worked for both scrappy startups and multi-billion dollar companies, building out data science solutions for companies working in the physical sciences (batteries, polymers) and retail.

🚀 What I'm Working On

  • Building out the Electrochemical-Impedance-Spectroscopy as a proper library and include curve-fitting to real world data
  • Consulting with individuals and businesses on analytic projects
  • Lindy Hop

📊 Featured Projects

🔹 Electrochemical Impedance Spectroscopy

Code for simulating EIS responses from equivalent circuits, targeting battery applications.

Future improvements I would like to make:

  • Turn it into a proper library rather than demonstration code
  • Add curve fitting for experimental data
  • Add simulations for voltage profiles as a function of state of charge

🔹 Thermodynamic Equation of State

Code for solving the Peng-Robinson Equation of State, which is unreasonably accurate for a model from the 1970s. It requires knowing the critical temperature and pressure for a component, as well as acentric factor. If these are not available, there are plural methods for estimating them including methods by Lydersen, Fedors, or Joback.

📫 Reach out on LinkedIn

Pinned Loading

  1. Electrochemical-Impedance-Spectroscopy Electrochemical-Impedance-Spectroscopy Public

    Building equivalent circuits and working up EIS data using Python

    Jupyter Notebook 22 5

  2. Python-pandas-to-snowflake-ETL Python-pandas-to-snowflake-ETL Public

    Workflow for turning a pandas dataframe into a materialized table in snowflake, can be adapted for other SQL databases

    Python

  3. Python-Workflow Python-Workflow Public

    Demonstration workflow that uses Github actions as a stand-in scheduler to run a python script that runs a bash command to run a jupyter-notebook and save a copy of the output

    Python

  4. equation-of-state equation-of-state Public

    Using Python to solve thermodynamic cubic equations of state

    Jupyter Notebook 6 2

  5. design-of-experiments design-of-experiments Public

    Using Python to work up a Design of Experiments

    Jupyter Notebook 1 1

  6. Analysis-of-CDC-BRFSS-Survey-Data Analysis-of-CDC-BRFSS-Survey-Data Public

    Exploratory data analysis, feature engineering, and modeling of survey data

    Jupyter Notebook