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Fink692/README.md
Charles Backman — Fink692. An animated ASCII portrait and terminal. Apps, AI tools, and research software. Winnipeg, Canada.

Résumé  ·  Project catalog  ·  Writing  ·  Email

Hi, I'm Charles.

I build apps, local AI tools, browser-agent systems, and research software in Winnipeg, Canada. I like turning complicated problems into tools people can actually use.

I also lead an AI club at St. John's-Ravenscourt, helping students and teachers turn ideas into working software.

Selected work

Evidence Board

A visual research workspace connecting sources, claims, and reviewable browser-agent proposals.

TypeScript React WebMCP

Explore the sample ↗ · Tool contracts

Public sample uses illustrative data.

Context

An offline relationship-memory app with private timelines, deliberate contact sharing, and optional on-device AI.

React Native TypeScript Swift

Product tour ↗ · Privacy model

Local-first app; the AI model is optional.

WildGap

A biodiversity survey tool that turns observation-coverage gaps into shareable field missions.

Next.js H3 MapLibre GBIF

Try the demo ↗ · Verification

Observation coverage helps plan where to look next.

Project Hope

A charity operations workspace for contacts, volunteers, programs, documents, schedules, and grants.

Django React Electron Ollama

Website & downloads ↗ · Build status

Desktop preview; shared use requires hosted infrastructure.

AccessPath CI

A browser-flow accessibility regression checker with screenshots, keyboard evidence, and Playwright traces.

TypeScript Playwright axe-core

Read the workflow ↗

Preserves baselines and flags new serious or critical findings.

Quant Systems Lab

Reproducible Python research for order-book replay, options, portfolio risk, and trading experiments.

Python NumPy pytest

Start with the notebook ↗ · Sample study

Research software. All five policies lose on the published sample.

More in the full catalog: AgriStress, BlockScore, UFC Predictor, Topology Gate, and earlier experiments.

How I work

Explore the problem → build the tool → test the result → refine.

I use AI coding tools throughout development. I set the product direction, review changes, and test the result. I care about source provenance, useful interfaces, and making failure cases visible.

Languages   Python · TypeScript · Swift · Java
Tools   React · React Native · Next.js · Django · FastAPI · NumPy · scikit-learn · PyTorch · Playwright · GitHub Actions

A little more about me

Honours student at St. John's-Ravenscourt, graduating in June 2027. My experience includes product strategy, research, teaching, and running a commission-based resale business.

IBM SkillsBuild Artificial Intelligence Fundamentals certification. Second place in an RRC Polytech business competition.

Made with curiosity and a terminal. About the ASCII & animations · Static header

Pinned Loading

  1. evidence-board evidence-board Public

    A real research workspace with native WebMCP tools, source-linked evidence, and human review. Public editable sample; separate private account boards.

    TypeScript

  2. context-memory-aid context-memory-aid Public

    Private, offline-first relationship memory for iOS, Android, web, and macOS with optional on-device AI.

    TypeScript 1

  3. wildgap wildgap Public

    Find biodiversity observation gaps and turn them into safe field-survey missions.

    TypeScript

  4. project-hope project-hope Public

    Installable, charity-first operations platform — managed or self-hosted, accessible, auditable, and built for human control.

    Python

  5. accesspath-ci accesspath-ci Public

    Replay critical web user flows with Playwright and detect axe-core accessibility regressions in CI.

    TypeScript

  6. quant-systems-lab quant-systems-lab Public

    Auditable Python quant-research platform centered on real-data queue-aware market making, chronological evaluation, reproducible reports, and 195 tests.

    Python