All work

CasinoScores

Building a Data Platform from the Ground Up

Designing a real-time casino data platform from zero — no interface, no patterns, just raw data.

Role

Lead Product Designer

Year

2021 — ongoing

Team

Design & Engineering

Client

CasinoGrounds

  • 01CasinoScores existed only as a concept: my assignment was to design and build the platform from scratch.
  • 02Direct access to the 74,000-member CasinoGrounds community served as a continuous research pool.
  • 03The result became the data-driven backbone of the world’s largest casino streaming community.
CasinoScores interface
01

Live, for real

Captured from the running product: spins land on the strip seconds after the wheel stops, and the home hero rotates through every tracked show — 74,000 players online during these frames.

The Crazy Time tracker updating live: new spins entering the strip while the bet-tracker widget opens and closes predictions
Recorded from production
The CasinoScores home hero cycling through Crazy Time, MONOPOLY Big Baller and Lightning Storm with live player counts
Three shows, one heartbeat
02

The crowd plays along

The Bet Tracker turns watching into playing: call the next spin, watch the crowd split live — 78% said yes — then the wheel answers and the running RTP ticks. Every settled round leaves a receipt: slot landed, wheel landed, winners, payout, top winner.

The Bet Tracker widget cycling: live YES/NO crowd vote with countdown, prediction closed, then landed on bonus — NO won
Bet Tracker — vote, wait, verdict
Opening Round Details from the spin history: slot landed, wheel landed, winners, payout and top winner per round
Every round, a receipt
03

Focus mode, one thumb

On a phone the tracker docks to the bottom edge and expands into focus mode. Call YES or NO on the next spin for free, climb a live streak leaderboard — every visitor gets a name, no sign-up — and replay your own betting strategy against the last 100 real spins.

The mobile prediction widget in focus mode: vote open with live percentages, prediction closed, then landed on 2 — NO won
Call it — then the wheel answers
The live streak leaderboard in focus mode: top streaks and your own auto-generated player name
Streaks, live — you included
Your Strategy Results in focus mode: $800 simulated over 100 real spins, then the per-bet breakdown
$800 over 100 real spins
04

Every game, its own lens

The pipeline is shared; the lens is not. Coin Flip splits results red versus blue with average multipliers, Top Slot tracks how often the multiplier segment matched the wheel — each against a full year of baseline data.

Coin Flip widget: blue versus red share of flips and average multiplier, each measured against the all-time average
Red vs blue, vs a year of data
Top Slot Matched Wheel Result widget: current match and no-match rates against the long-term baseline
Match rate vs the long-term baseline
05

The front page is a ticker

The home Results Feed streams settled rounds from every tracked table — roulette, baccarat, gameshows — seconds after they land, with winner counts and payouts attached.

The live Results Feed: rounds from Mega Fire Blaze Roulette, Crazy Time, Stake Crash and more landing seconds after they settle
Live — rows land seconds after the round
06

Power tools for the curious

Any window, one tap — 78 spins in the last hour or 5,111 over three days, deviations recomputed instantly. Sort by payout and the €153,027 rounds float up, each with a watchable clip.

Switching the statistics timeframe between 1, 12, 24 and 72 hours; the deviation chart redraws each time
1h → 72h
Sorting the spin history by payout: six-figure rounds with stacked multipliers rise to the top
Sorted by payout
07

The hall of fame

Every record has a receipt and a replay. The all-time board is filterable by game and era: a 20000X Crazy Bonus paid €16,909,885 to 5,630 players at once, and a single Pachinko round reached €37,975,811. Tap any row and watch it happen.

The all-time Crazy Time biggest wins leaderboard: 20000X paying €16,909,885 to 5,630 winners, 12800X paying €18,335,404 to 10,046 winners, and a €37,975,811 Pachinko round
All-time board — every row replayable
A big-win replay clip playing: the Crazy Time wheel spinning toward the result, recorded by the tracker
The replay, straight from the tracker

0X

Biggest multiplier ever tracked

0

Euros paid out on a single spin

0

Winners on one Crazy Time round

0

Players online in one snapshot