Shreya Jaiswal
Mixed Methods Research Data Visualization

I'm Shreya, I use data storytelling to win hearts and change minds.

I thrive in fast-paced teams with heartwarming missions and a love of data!

SJ

Shreya Jaiswal - Lead UX Researcher

📍 New York City

Profile Picture
Published: March 14, 2025
⤷ Last updated August 17th, 2025

Mixed Methods Research Experience & Skills

In a past life, I studied primate behavior (technically, still do) and worked in a variety of laboratories at UChicago & UC Davis. The scientific method is in my DNA.

Over the last 5+ years, I've mastered my craft at Chase, Peloton, Unity, and fintech startups.

I'm always upskilling for UX; currently a fellow at the NYC Data Science Academy, a committee member at the Data Visualization Society and contributor at Nightingale Magazine.

My superpower is the ability to bring closeness and inclusion to teams, stemming from genuine friendliness and affinity for a variety of personalities.


QUANTITATIVE SKILLS
R, Python, HTML/CSS, SQL, Statistics, Survey Design & Analysis, A/B Testing, Benchmarking, Hypothesis Testing Experimentation, Segmentation, Survey Analysis, Comparison Studies, Clustering, Predictive Modeling, Linear/Logistical Regression, Classification, Decision Tree, Random Forest, Sentiment Analysis, Methods (Mining, Wrangling, Cleaning, Analysis, Visualization, Storytelling)

QUALITATIVE SKILLS
Literature Reviews, Field Studies, Ethnographic Research, Behavioral Research with Cute Monkeys, In-Depth Interviews, Competitive Analysis, Qualitative Coding, Research with High-Stakes Users, Heuristic Evaluation, Diary Studies, Feature Validation, Sentiment Analysis

Selected Data Article: Big 5 Personalities in NYC Neighborhoods

Do New Yorker personality traits differ by neighborhood? This website is my attempt to replicate the efforts of Jokela et al which measured these traits among Londoners broken up by neighborhood.

Read more and take the survey

Case Study: Creating Data-Backed Personas of Indie Game Developers with User Segmentation

Objective: Uncover diversity in indie game creators' workflows, motivations, and challenges.

Approach: Conducted a large-scale quantitative survey, followed by k-means clustering to identify user segments. Validated findings through in-depth interviews (8 per segment).

Impact: Built a data-backed repository of user personas, aligning teams around key insights and breaking down silos.

380
Users Surveyed
5
User Segments
13
Redundant Personas Removed
Note: I take company privacy seriously, contact me to go over redacted case studies.

Selected Data Article: Board Game Trend Predictions.

I applied Python to scrape boardgamegeek.com, analyzing board game trends to uncover what drives popularity in niche markets. This type of behavioral analysis helps inform product design, user engagement, and feature prioritization.

Read the article

Case Study: Usability Benchmarking for Small Business Owners on Security Platform to Improve User Experience

Challenge: Redesigning a complex product without standard success metrics like conversion or revenue, with limited user data access.

Approach: Designed a mixed-methods usability benchmark, combining qualitative insights (user friction, mental models) with quantitative metrics (time on task, errors, SUS score).

Impact: Established a clear, measurable framework for product success and embedded a culture of data-driven decision-making.

250
Users Surveyed
5
Fewer Average Clicks
12%
User Satisfaction Increase
Note: I take company privacy seriously, contact me to go over redacted case studies.

Selected Data Article: Atlantic Brant Migrations

The Atlantic Brant is the most commonly found bird in Brooklyn during Audubon's Christmas bird count. Why? I investigate the data to find out.

Read more

Outside of Work

✍🏽 I'm a non-fiction storyteller, harpist, boardgamer, 3D printing + tinkering enthusiast (shameless Etsy plug), and history + near-future sci-fi reader.

📚 Dare I say, active editor @ Wikipedia.


Tree bark cake with edible airbrushing.

I play with my food.


Panna Cotta
Vanilla bean panna cotta with hexagons.


Harp
Specimen with improper form in early days.

I engage in hobbies not conducive to NYC apartment sizes.


3D Printing
3D printing with supports.