A Timeline

Humane
Tech.

In the early years of my career, I spent my energy trying to understand how I could be happy. After years of practicing mindfulness, studying the science of well-being, traveling, playing professional poker, and working hard to build online businesses, I reached a point where it was time to focus my energy outward.

In the next phase of my career, I spent my efforts trying to understand how I could help others be happier. That is where I dove into humane tech. I began that endeavor at UPenn, where I wrote my thesis on developing user experiences informed by the science of well-being.

Now, for about a decade, I have developed applications designed to help people become happier in some dimension of their lives, whether through focus and flow, relationships, emotional health, or meaning. In that time, I have helped pioneer and innovate in the emerging field of positive technology, translating the science of well-being into practical digital experiences.

2014 · Humane Tech

1. UPenn Graduate Work

Science of well-being meets software.

The emerging field of positive psychology gave us frameworks for understanding how people thrive and interventions for bolstering well-being. To a software developer, this was a breakthrough: empirically grounded metrics we could optimize for. My thesis argued that our best chance for scaling happiness was to integrate these scientific findings into user experiences.

Shortly after, I worked on the technical side of the World Well-Being Project at the Positive Psychology Center at UPenn, developing Facebook applications to administer psychological assessments and analyze social media behavior data.

University of Pennsylvania
2013 · Humane Tech

2. Gratitude Bucket

BeReal, but for appreciation.

A pay-it-forward gratitude platform: you only unlock notes left for you after sending one to someone else. Built on positive psychology research showing that expressing gratitude boosts well-being, strengthens relationships, and improves performance. Used by schools, cities, and corporations to build morale and connection.
Featured in
Gratitude Bucket interface
Appreciation for Gratitude Bucket
Gratitude Bucket is just a gorgeous, seamless idea and design.
David YadenDavid Yaden, Johns Hopkins Professor
OMG I'm sitting here in tears of joy, swelling with awe... feeling loved. Thank you!!! This is the coolest thing ever. EVER.
Sara Oliveri, Consultant and Coach (from a client)
The Science

Counting Blessings vs. Burdens

Emmons and McCullough found that participants assigned to weekly gratitude listing reported more positive affect, better sleep, and greater life satisfaction than those listing hassles or neutral events — causal evidence that counting blessings raises subjective well-being.

Read paper →

Three Good Things (Positive Psychology Progress)

Seligman et al. found that the "Three Good Things" exercise — writing down three things that went well each day and why — produced lasting increases in happiness and reductions in depressive symptoms for up to six months.

Read paper →
2015 · Humane Tech

3. Nudge Kick

Commitment devices for personal goals.

The first to market: an application that blocks tempting apps like Facebook until you meet a fitness goal. For example, a user can block social media until they reach 5,000 steps for the day.

Inspired by Dr. Katy Milkman's research on temptation bundling and the Blue Zones team's research on shaping physical environments to encourage healthier behavior, Nudge Kick is an attempt to shape digital environments to make healthy behaviors more likely.

Featured in
Appreciation for Nudge Kick
I've written about the benefits of using commitment devices to achieve your goals; the new app @NudgeKick may help...
Katy MilkmanKaty Milkman, Wharton Professor of Behavioral Science
The Science

Temptation Bundling

Milkman, Minson, and Volpp found that pairing a tempting "want" (audiobooks) with a "should" behavior (going to the gym) significantly increased gym visits — linking indulgences to virtuous habits is an effective commitment device for closing the intention-action gap.

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Blue Zones: Lessons From the World's Longest Lived

Buettner and Skemp found that the world's longest-lived populations don't exercise — they live in environments that constantly nudge them into movement without thinking about it. Systematic environmental design succeeds where individual willpower fails.

Read paper →
2017 · Humane Tech

4. Space For Humanity

Creating digital-free spaces.

A Kickstarter-funded Bluetooth beacon and companion app that creates phone-free zones — at home, in classrooms, in workplaces. The first time I asked: what if our devices could help us be more present, instead of less? Featured in ABC, NBC, and the SF Chronicle. Originally called Ransomly.
Featured in
The Science

The iPhone Effect: Phone Presence Degrades Conversation

Misra et al. found that conversations held with a phone merely visible — face-down on the table or in hand — were rated significantly lower in connectedness and empathy than phone-free conversations, with the strongest effect on close relationships. The mere presence of a device, not its use, was enough to degrade the interaction.

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Adolescent Mental Health and Smartphone Adoption

Twenge and colleagues found that depression, self-harm, and suicide among U.S. adolescents rose sharply beginning around 2012 — the same window in which smartphone and social-media adoption became near-universal — with the strongest effects among girls and the heaviest screen users.

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Phones Are the First Thing People Reach For

Reviews.org's national surveys find that 70–85% of Americans check their phone within ten minutes of waking, and roughly one in four reach for it in under a minute — a pattern that argues for designing physical phone-free environments rather than relying on willpower.

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Choice Architecture in the Cafeteria: Water Over Soda

Thorndike et al. found that simply placing water bottles at eye level in a hospital cafeteria — without removing soda — increased water sales by 25.8% and cut soda sales by 11.4%. Designing the environment, not exhorting the chooser, is what shifts behavior at scale.

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2018 · Humane Tech

5. WHOLE Life Club

Community engineering at scale.

Tech lead on a premium subscription wellness platform serving a community of 500,000+, delivering weekly expert advice on plant-based recipes, nutrition, and the science of healthy living. Part of the Food Revolution Network — the Robbins family's (Baskin Robbins) certified B Corp.

On this team, I worked on the nuts and bolts of a thriving online community at scale: onboarding, retention, user behavior research, forums, live events, interactive content. As tech lead I touched every layer of the stack — Node, React, MySQL, Sequelize, Jest, AWS hosting, OpenSearch, Snowflake, Marketing Cloud, Bit Bucket, ClickUp and Jira.

WHOLE Life Club platform
2024 · Humane Tech

6. Grit Bot

An educational AI to help students learn about grit.

Co-developed with Lyle Ungar, PhD at the University of Pennsylvania for Angela Duckworth, PhD (author of Grit). Grit Bot is an LLM-powered course and chatbot that helps students learn about the science of grit and well-being.
Grit Bot — World Well-Being Project at UPenn
The Science

AI Tutoring Outperforms In-Class Active Learning (RCT)

Kestin and colleagues found that Harvard physics students using a research-informed AI tutor learned significantly more in less time than those in traditional in-class active learning, and reported feeling more engaged and motivated.

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Do AI Chatbots Improve Student Learning? A Meta-Analysis

Wu and Yu found that AI chatbots in education produce a large positive effect on student learning outcomes — strongest in higher-education contexts and in shorter interventions, supporting the case for AI designed as tutors rather than answer machines.

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2025 · Humane Tech

7. Want to Talk About It?

A therapeutic AI for the news you read.

A Chrome extension built in collaboration with NYU Stern Professor João Sedoc. The AI coach is able to "read" along with you — and when there is something stressful or troubling, it's there to talk it through with you. Largely based on CBT and constructive journalism.
Want to Talk About It? Chrome extension
The Science

Effects of Solutions and Constructive Journalism: A Systematic Review

McIntyre and Lough found that constructive news stories produce more positive and less negative emotion, stronger feelings of inspiration and self-efficacy, and greater intentions toward pro-social behavior — without sacrificing perceived credibility.

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Constructive Journalism Techniques: Mood, Comprehension, and Trust

Van Antwerpen et al. found that constructive-journalism techniques — solution information, future orientation, and contextual nuance — improved readers' mood and engagement without reducing comprehension or trust.

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Large Language Models Could Change the Future of Behavioral Healthcare

Stade, Stirman, Ungar, Sedoc, Eichstaedt and colleagues argue that LLMs can meaningfully expand access to evidence-based behavioral health support — but only with rigorous evaluation, alignment to clinical frameworks like CBT, and staged integration. Co-authored by collaborator João Sedoc, this paper is foundational to the design of Want to Talk About It?

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2026 · Humane Tech

8. Pause Therapy

Bricks your phone. Gives you a breath.

An Android app that interrupts the endless scroll and replaces it with micro-interventions rooted in positive psychology, mindfulness, and coach-designed programs. Full-screen takeover. No swiping away. Sixty seconds back to yourself, then you choose what to do next — intentionally.
Get it on Google Play
Pause Therapy app
The Science

Brief Structured Respiration Practices Enhance Mood and Reduce Physiological Arousal

Balban, Neri, Kogon, Zeitzer, Spiegel, and Huberman found that just five minutes a day of structured breathwork — especially exhale-focused cyclic sighing — produced greater improvements in mood and larger reductions in physiological arousal than mindfulness meditation, with effects compounding over a month.

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Just Breathe: In-Car Interventions for Guided Slow Breathing

Paredes and colleagues at Stanford showed that guided slow-breathing interventions can be delivered safely inside a moving car — embedding stress regulation into the very environment where stress occurs, instead of asking people to leave it.

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Calm Commute: Guided Slow Breathing for Daily Stress Management in Drivers

Balters and colleagues found that a haptic guided slow-breathing system used during driving achieved 82% engagement, lowered breathing rate and physiological arousal, and had no effect on driving safety — evidence that brief, in-context breathing interventions can be both effective and safe.

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Continuing

The work isn't finished.

We're still in the early innings of figuring out what technology should do for us. If you're building something in this space — or want to — let's talk.

Get in touch →