🧠 Interactive Challenge

Do You Know Ball?

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NBA
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🏆
Certified Ball Knower
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Sports Prediction Markets

We Know Ball.

Quantitative sports prediction and market making on Kalshi. Leveraging proprietary models, real-time data pipelines, and statistical edge to provide liquidity across sports event markets.

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Total Profit
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Volume Traded
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Predictions Made
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Sports Covered
Our Approach
Systematic. Quantitative. Relentless.

We combine deep sports domain expertise with rigorous quantitative methods to identify and exploit mispricings in prediction markets.

📊
Proprietary Models
Custom-built prediction models leveraging historical data, real-time feeds, injury reports, weather, and hundreds of micro-features that the market consistently underweights.
Low-Latency Execution
Automated order management with sub-second response to market movements. Our systems monitor odds across multiple platforms to ensure best execution and optimal fill rates.
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Statistical Edge
Every position is backed by rigorous backtesting and Monte Carlo simulation. We quantify our edge before risking capital and continuously validate model performance against realized outcomes.
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Risk Management
Sophisticated portfolio-level risk controls including position limits, correlation monitoring, and dynamic hedging. Maximum drawdown thresholds enforced algorithmically.
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Market Making
Providing continuous two-sided liquidity across Kalshi sports markets. Tight spreads, deep books, and reliable presence — earning the bid-ask while keeping markets efficient.
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Domain Expertise
Deep knowledge of sports dynamics, player tendencies, coaching patterns, and situational factors that pure quant models miss. The human edge that powers the machine.
Performance
The Numbers Speak.

Consistent, risk-adjusted returns across market conditions. Our track record demonstrates sustained edge in sports prediction markets.

Cumulative P&L (Indexed)
+312.8%
Sharpe Ratio
3.87
Risk-adjusted return
Win Rate
67.4%
Across all markets
Max Drawdown
-3.1%
Peak-to-trough
Active Markets
Where We Operate.

Active market making and directional trading across major US sports leagues and select international markets.

Market
League
Volume (7d)
Spread
Status
Game Winner - Moneyline
NBA
$842K
2-3¢
● Active
Player Props - Points O/U
NBA
$312K
3-4¢
● Active
Game Spread
NFL
$1.2M
2-3¢
○ Seasonal
Match Winner
Tennis
$189K
3-5¢
● Active
Game Total O/U
NHL
$267K
2-4¢
● Active
Strikeout Props
MLB
$156K
3-4¢
○ Seasonal
Infrastructure
Built for Speed.

Our technology stack is purpose-built for real-time sports analytics and rapid market response.

🐍 Python
📈 Kalshi API
🗃️ PostgreSQL
Redis
☁️ AWS
📊 Pandas
🤖 scikit-learn
🔌 WebSockets