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yeoleshweta/README.md

Hi, I'm Shweta 👋

UX Researcher
MS AI & ML · Drexel University · Philadelphia, PA

Portfolio LinkedIn Email


About Me

6+ years running full-spectrum mixed-methods research across enterprise tech, e-commerce, and regulated clinical environments. I've built UX research practices from scratch, run the Double Diamond end-to-end from contextual inquiry to stakeholder buy-in, and bring a data science edge — NLP, behavioral analytics, statistical testing — to everything I research.

  • 🔭 Currently: Co-op Data Scientist @ ABIM — NLP pipelines for clinical communication analysis, annotation taxonomy design, AI bias detection on 3,500+ clinical records
  • 🎯 Previously: UX Researcher & Sr. Technical Lead @ John Deere — sole researcher for India team, built PM-UX Playbook, led research across 6+ product teams
  • 🌱 Also: UX research at UrbanFit (wellness), Capita/Arcadia Group (e-commerce personalization for 7 fashion brands)
  • 💬 Ask me about: contextual inquiry · usability testing · research ops · Double Diamond · Dovetail · Figma

Research & Tools

Qualitative Methods
Contextual Inquiry Usability Testing Diary Studies Affinity Mapping

Quantitative Methods
A/B Testing Behavioral Analytics Heuristic Evaluation SUS

Tools & Platforms
Figma Dovetail Mural FullStory Python SQL


Featured Projects

Project Description Stack
PocketSaver Fullstack expense tracker with Dockerized backend and PostgreSQL Python · Docker · PostgreSQL
DocNotetaker-Realtime Real-time AI-assisted document note-taking app TypeScript
Conversational AI Distress Support NLP system for early mental health risk detection Python · NLP · Deep Learning
Fake Profile Detection (DNN) Adversarially-trained neural networks detecting fake social profiles Python · TensorFlow
Traffic Simulator RL Deep RL agent for urban traffic signal optimization Python · RL
Digit Recognition CNN CNN trained on MNIST with a live drawing GUI Python · TensorFlow · Tkinter

GitHub Stats

Shweta's GitHub Stats Top Languages


Open to UX Research roles — feel free to reach out!

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  1. PocketSaver PocketSaver Public

    A lightweight fullstack expense tracker app with a clean UI, Dockerized backend/frontend, and PostgreSQL database.

    Jupyter Notebook 1 1

  2. Robust-Fake-Profile-Detection-Using-Deep-Neural-Networks-with-Adversarial-Training Robust-Fake-Profile-Detection-Using-Deep-Neural-Networks-with-Adversarial-Training Public

    Robust Deep Learning Project

    Jupyter Notebook

  3. DocNotetaker-Realtime DocNotetaker-Realtime Public

    TypeScript 1

  4. portfolio portfolio Public

    Personal portfolio site built with TypeScript — showcasing projects, skills, and experience in AI/ML and data science.

    TypeScript

  5. Suicide-Risk-Detection-and-Distress-Support-through-Conversational-AI Suicide-Risk-Detection-and-Distress-Support-through-Conversational-AI Public

  6. Traffic_Simulator_RL Traffic_Simulator_RL Public

    CS617 project V2

    Python 1