Featured case studies
01 / Applied AI · Interactive product concept
Creators get feedback everywhere. I designed a way to bring it together, understand what people are asking for, and turn those requests into experiments worth running.
My contribution Product strategy, research planning, UX and interaction design, AI transparency, and prototyping.
Approach, decisions & validation plan
- The problem
- Audience requests are scattered across Patreon, Discord, and YouTube. It is hard to tell which themes matter and what to do next.
- Product approach
- Group emerging requests, review the supporting comments, then create a growth experiment with a goal, audience, success metric, and guardrails. Results feed into future recommendations.
- Key decisions
- Evidence comes before advice. Show sample sizes, time periods, and confidence alongside each insight. Let people correct AI groupings, edit recommendations, and disagree with the system.
- Validation plan
- Test whether creators and community managers can trace a recommendation to its evidence, correct a misleading grouping, and define a measurable experiment. Check comprehension of uncertainty as well as task completion.
Illustrative data. Research and validation are planned; formal interviews and production testing have not been completed.
02 / Accessible care · Interactive product concept
Remembering how a prosthetic device felt throughout the week can be difficult at an appointment. I designed a companion for recording fit, comfort, activity, and mobility so those conversations have clearer information behind them.
My contribution Product framing, accessibility planning, safety-focused UX, interaction design, and prototyping.
Approach, decisions & validation plan
- The problem
- Day-to-day changes in comfort and mobility can be difficult to recall and communicate when adapting to a prosthetic device.
- Product approach
- A daily check-in designed to take under a minute records fit, comfort, and affected areas through visual or text controls. An AI summary uses only those entries to help prepare a clinician report.
- Key decisions
- Every summary statement can be edited or removed before sharing. Users control the report, set its expiration, and revoke access. The tool supports communication and self-tracking; it does not diagnose, prescribe treatment, or replace professional care.
- Validation plan
- Evaluate check-in time, keyboard and assistive-technology access, summary accuracy against entered information, and whether people understand report sharing, expiration, and revocation. Review safety boundaries with clinicians before real-world use.
Synthetic data throughout. The one-minute check-in is a design goal, not a measured result. User and clinical validation are planned.
Both prototypes use responsive HTML, CSS, and JavaScript, with semantic structure, keyboard navigation, visible focus states, reduced-motion support, and interactive flows.
Other projects & competitions
Autonomous Prediction Market Bot
Python · Live Data Pipelines · Automation
Independent Project
Built an autonomous trading tool from concept through execution. Connected LLM-powered data ingestion
with NLP signal scoring and quantitative strategies to identify mispriced positions
and execute live trades with 79% accuracy.
BudgetCents 1st Place
Excel · Product Strategy · Data Visualization
24-hr Fintech Hackathon · Nov 2024 · 100+ Teams
Won first place among 100+ teams. Designed Excel-based product models automating financial forecasts,
cutting manual reporting 60% for 100+ AKPsi members.
Owned end-to-end product strategy and final pitch.
SQLense
SQL · Oracle APEX · Forecasting
Database Analysis Project · Dec 2024
Analyzed 1,000+ office supply orders to uncover seasonal trends and guide product prioritization.
Delivered insights from $120K+ in sales data; reduced peak-season delays 25%
through targeted forecasting interventions.
CVS Health Veteran Chatbot
IBM WatsonX · ERP · UX Research
CVS Health · Oct – Nov 2024
Conducted research with veteran users to define scope and prioritize features.
Designed and deployed AI chatbot with ERP backend integration,
cutting internal response lags 40% and new user onboarding time 35%.
Green Gauge
Python · Financial APIs · Data Visualization
Independent Project · In Progress
An investment research app for comparing ESG scores across publicly traded stocks,
breaking down Environmental, Social, and Governance ratings at the individual metric level.
Designed to help investors evaluate non-financial risk and build portfolios that reflect
both returns and values, with scoring breakdowns that go beyond a single composite number.
Leadership & Community
Product@Dallas · UTD
Jan 2026 – Present
President
Leading UTD's premier product management organization, 200+ members, executive operations,
and curriculum. Organizing mentorship with leaders from Google and Amazon.
Facilitating networking events with Fortune 500 PMs for 150+ student participants.
Alpha Kappa Psi · Mu Rho Chapter
Nov 2025 – Present
Rush Recruitment Head
Spearheaded all recruitment cycles, managing logistics for 150+ participants,
increasing turnout 35%. Developed multi-week recruitment strategy and marketing plan.
Facilitated 50+ interviews to select new members.
Threads of Unity · Austin, TX
May 2023 – Present
Co-Founder
Nonprofit supporting children affected by domestic violence.
Organized 5+ weekly donation drives, collecting 800+ items valued at $6,500.
Achieved 501(c)(3) status and secured fiscal sponsorship from Hack+,
alongside Google, Microsoft, Amazon, MIT, Stanford, and UC Berkeley.
