Side Projects & Utilities
Playground of Digital Utilities
A collection of highly focused side applications, custom interfaces, and specialized developer tools designed to solve personal friction points and simplify daily routines.
Swole Monke
Engineered a gamified workout PWA combining Banister fitness-fatigue ML readiness modeling, banana treat rewards, and automated rest cycle tracking.
Conventional fitness applications often rely on rigid log sheets or guilt-driven streak metrics that fail to reflect actual biological recovery. Swole Monke was built to combine real-time mathematical muscle-readiness modeling with positive reinforcement mechanics in a friction-free, offline iOS PWA.
Swole Monke turns daily gym routines into an engaging jungle ecosystem. Built with a client-side Banister impulse-response model, it predicts muscle fatigue and recovery while rewarding workout logs with bananas to spend on treats or gym luxuries:
* Try it live on the right: Tap smash! on due body parts, inspect your Swings Calendar, spend bananas in Treats, or view your Coach muscle recovery math!
3 things to smash today.
🐒July '26
Spend your
bananas.
The math behind
the muscle.
🧠
Every swing,
remembered.
Your Pantry
Designed and shipped an offline-first pantry manager with sub-50ms query speeds, resolving low-connectivity issues and eliminating duplicate ingredient purchases.
Household inventory management is frequently plagued by duplicate purchases, unexpected stockouts mid-recipe, and sluggish multi-step tracking apps. Your Pantry addresses this with a zero-bloat, offline-first native utility that enables single-tap inventory updates and automated restock alerts.
I designed and engineered Your Pantry to replace chaotic paper checklists with a lightweight, zero-latency digital engine. Built with direct feedback from my mother, the application strips away complex logins, sync delays, and multi-tap hurdles in favor of raw utility:
* Try it live on the right: Adjust items in the Pantry tab, mark ingredients as used in Cook Mode, or restock items instantly in the Shopping List to watch the status dashboard sync dynamically!
An interactive visualization of Your Pantry's high-performance offline architecture. Click on any component to inspect its implementation or hover over connection lines to review protocol overheads.
Pupko
A delightful, pet-assisted task companion PWA designed to turn task execution into interactive positive reinforcement with quick preset timers and visual calendars.
Traditional task management systems often induce friction through clinical interfaces and tedious deadline configurations. Pupko re-imagines micro-task execution by pairing rapid one-tap reminder presets with responsive companion feedback in a lightweight PWA shell.
Pupko combines micro-task scheduling with interactive positive feedback loops. Crafted with soft icy pastel aesthetics, it features an offline-first PWA shell and standalone mobile installation:
* Try it live on the right: Tap Pet or Feed to interact with Pupko, click `+` to open the New Reminder sheet, set quick timers, or view the Calendar tab!
More Utilities & Side Projects
A few other quick digital solutions designed for specific personal workflows.
True Weight
A highly scientific bodyweight analysis system built in collaboration with Boldfit and Cult. Implements hierarchical state-space models and Rao-Blackwellized particle filtering to isolate true fat and lean mass trends from physiological noise (hydration, sodium) and scale device bias.
NexusThought
A recursive decision-intelligence engine that forks a single AI response into 6 competing strategic trajectories, scored across multiple risk/performance vectors with recursive drill-down, adversarial cross-examination, and hybrid synthesis.
Browser Agent
Self-hosted AI browsing agent driving a real Chromium browser to complete natural-language tasks (search, compare, form-fill). Built with FastAPI, Playwright, Gemini's API, and browser-use with accessibility-tree navigation and live WebSocket step streaming.