Justice Thinker

Work

I build products end to end.

Python and TypeScript, from the database to the model to the screen. Open to remote and contract roles in full-stack, backend and AI engineering.

Now building

Atelity

An AI memory for the relationships your work depends on.

Built first for real estate agents and recruiters: people whose work runs on remembering people. You record a 30-second voice note after meeting someone. Atelity remembers the details, reminds you when it matters and drafts the follow-up.

It started when I lost every audio recording on my phone. I built notetoself_app so that could never happen again. Atelity grew out of that.

Now
MVP in testing with real users
Next
Public launch planned for December 2026
Program
iDICE Startup Bridge Founders Lab, Cohort 2

atelity.com · @Atelityhq

Stack

What I work with.

Languages

  • Python
  • TypeScript
  • Dart

Front end & mobile

  • React
  • React Native
  • Flutter

Back end & data

  • Node.js
  • Express
  • PostgreSQL
  • Supabase
  • AWS

AI

  • LLM apps
  • AI agents
  • MCP tools
  • Speech-to-text pipelines

Featured

TypeScript · React Native

offline-task-manager

A task app that works with no connection: local SQLite store, queued background sync with retries, and optimistic UI so it never feels broken offline.

TypeScript · React

GAT-Frontend

Trading platform front end — auth, dashboards, wallets, trading modes and an admin panel — over an Express and PostgreSQL backend.

TypeScript

world-wire

Real-time news aggregator: a chronological headline stream over WebSockets with a virtualized feed.

Python

texteria_backend

Backend for malaria-case tracking — authentication, input validation and database migrations.

Python

Learning-Agent

An extensible agent built to take on learning tasks end to end.

MCP · Notion

Notion-Ghostwriter

An MCP-powered assistant that makes a Notion workspace usable as a live dictionary from text fields across apps.

The rest

Experiments, learning and smaller builds.

Everything here is a public repository. Some are finished, some are notes from learning in the open.

  • gitpoer

    A GitHub repo cleaner with scoring, docs and changelogs.

    JavaScript
  • Echo_AI_Nav

    AI-assisted navigation experiments.

    JavaScript
  • deriv_trading_bot

    Automated trading bot for Deriv.

    Python
  • solana-audit-agent

    Agent work on auditing Solana programs.

    Solana
  • notetoself_app

    Built after I lost every recording on my phone: keeps audio safe and helps you remember what was in it.

    Dart · Flutter
  • First_ML_Projects

    Basic machine-learning projects from the start of the road.

    Machine learning
  • ML-competions

    Entries into Kaggle machine-learning competitions.

    Machine learning
  • mixology

    Mixing experiments on the web.

    TypeScript
  • RAPID

    Rapid prototyping work.

    TypeScript
  • WP-Bot

    A WhatsApp bot.

    Python
  • learn-kotlin

    Learning Kotlin and Android development from zero.

    Kotlin
  • learn-java

    Learning Java in the open.

    Java
  • simple_python_projects

    Small Python builds.

    Python
  • weekly-spine

    A weekly publishing backbone.

    TypeScript
  • bmi_calculator

    BMI calculator on the Internet Computer.

    Motoko
  • johncenachat

    A chat experiment.

    Web
  • Gideon

    Early-stage build, public from day one.

    Code
Everything on GitHub

Contact

Have something worth building?

justicethinker@justicethinker.com

Open to remote and contract roles in full-stack, backend and AI engineering. I work in Python and TypeScript across the stack, from the database to the model to the screen.

Elsewhere