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patelaa544/README.md

Aashwi Patel

Cognitive Science student | Behavioral data researcher | Python and data analysis

Python Rutgers University Research

About

I am a Cognitive Science student at Rutgers University, with a minor in Data Science and Psychology. I build reproducible Python workflows to study how people make decisions, analyze behavioral data, and communicate research findings clearly.

I currently work as a Research Assistant in Rutgers' Glass Lab, where I develop and evaluate behavioral models using Prospect Theory, delay discounting, and participant-level data.

What I Work On

  • Behavioral decision-making, cognition, and judgment under uncertainty
  • Research data pipelines, model fitting, and quantitative evaluation
  • Reproducible analysis with Python, pandas, NumPy, and SciPy
  • Clear technical communication for research teams and broader audiences

Featured Projects

One example of my research work: an editable, reproducible codebase for modeling prosumer energy-sales decisions in a repeated market. It includes PT-TW and PT-TW-DD implementations, fitted parameters, canonical predictions, and final model-comparison findings.

A privacy-conscious, reproducible audit of DeepFace output patterns across demographic labels. The project focuses on aggregate age-estimation, agreement, and disparity analysis while keeping face-level source data out of the public repository.

Education

  • Rutgers University - B.S. Cognitive Science, minor in Data Science and Psychology, expected May 2027
  • Middlesex College - A.A. Liberal Arts, Dean's List and Phi Theta Kappa

Skills

Python pandas NumPy SciPy R SQL Data Cleaning Exploratory Data Analysis Model Fitting Git GitHub SPSS PsychoPy

Connect

Explore my energy-market modeling and responsible-AI audit projects, or browse this profile for future research and data work.

Popular repositories Loading

  1. sales-of-energy-units-by-prosumers sales-of-energy-units-by-prosumers Public

    Prospect Theory models of prosumer energy sales in a repeated energy market.

    Python

  2. patelaa544 patelaa544 Public

    GitHub profile README for Aashwi Patel.

  3. deepface-performance-across-demographic-groups deepface-performance-across-demographic-groups Public

    A reproducible, privacy-conscious audit of DeepFace output performance across demographic labels.

    Python