Social Code Collector
100+ tracked run snapshotsCounted, rounded down
Checks social posts, reads image text, removes repeats, and alerts on new codes.
Instagram · Facebook · Discord · OCR · deduplication
Private source · ChardXBT/social-code-scraper
Internal tools · Creator tools · Trading bots · Bots that watch bots · Monitoring & Data Tools
Toronto · University of Toronto
Math & stats student at U of T.
Mostly I build software that saves someone time: a map tool for an appraisal team, research tools for a creator, and a small fleet of bots that trade, scrape, and keep an eye on each other.
Six small collectors that watch social feeds and marketplaces, clean up what they find, and flag anything worth a look.
100+ tracked run snapshotsCounted, rounded down
Checks social posts, reads image text, removes repeats, and alerts on new codes.
Instagram · Facebook · Discord · OCR · deduplication
Private source · ChardXBT/social-code-scraper
1,447 listings in the latest saved scanRight now
Normalizes marketplace prices, caches lookups, ranks value, and exports reviewable results.
Price comparison · normalization · SQLite · export
Private source · ChardXBT/csgo-price-checker
2,700+ archived checksCounted, rounded down
Checks configured searches, validates listing conditions, and alerts on matches.
Skinport · conditions · source health · alerts
Private source · ChardXBT/Skinport_skin_finder
13,000+ archived checksCounted, rounded down
Runs as its own stage inside the Skinport monitor, with its own labels and health checks.
CS.Money · normalization · source isolation · alerts
Shared codebase · ChardXBT/Skinport_skin_finder
9,000+ archived checksCounted, rounded down
Schedules searches, converts prices to USD, filters conditions, and ranks alerts.
Steam · Playwright · FX normalization · scheduled alerts
Private source · ChardXBT/steam-market-monitor
40+ substantial archived runsCounted, rounded down
Keeps browser checks recoverable with retries, circuit breakers, archives, and alerts.
BUFF · browser automation · circuit breakers · recovery state
Private source · ChardXBT/buff-market-monitor
Public repo · in production at an appraisal office
A map-first workspace where an appraisal team finds past reports.
15–20 min → 1–3 min Time to look up comparable properties and reports
I pulled 225+ appraisal reports into one protected, map-first workspace, so researching a property starts from a single search.
Private repo · the creator’s data stays private
A research and scheduling tool for a creator, built on 770+ of their past posts.
770+ posts indexed Used for live posts on a 280K+ follower channel
It turns a channel’s back catalogue into something you can search, drafts captions grounded in past posts, and schedules them once a person has signed off.
Public architecture and demos · the live system is private
Bots that price, buy, list, and sell CS2 items, and recover when a trade goes sideways.
200K+ listings · 1,000+ sold US$4K+ net realized profit after fees
One system does the research and the trading: 200K+ listings checked, 2,000+ targets watched, 1,000+ items sold, and US$4K+ in realized profit.
The recovery pattern is public · the real supervisor is private
One supervisor that schedules, checks on, and restarts 29 automation workflows.
29 tracked workflows under one supervisor Up from an 8-hour daily run window
It keeps 29 workflows on schedule while I sleep: launching runs, only counting one as done when there’s fresh proof, and recovering when something breaks.