Greyhound betting strategist & automation lead
I built my career the hard way: rigorous data work, brutal backtesting, and live execution under market pressure.
I'm Dawson Reed, an operator and coder who turned systematic greyhound wagering into a repeatable, industrial process. Over several years of development and live trading I've refined a model-driven approach (lay-first, with complementary back and dutching tactics), turned conservative Kelly sizing into production-grade staking, and engineered the operational controls required to run automated bets reliably.
Proof that disciplined engineering and proper risk controls beat "gut feel" comes from the process, not a headline number: every strategy is backtested on samples it never saw, stress-tested, and only then allowed near a live market.
Greyhounds by design
This site focuses on greyhounds by design: global race volume, frequent markets, and predictable micro-structures make it the best playground for scalable, repeatable quantitative strategies. I also work across soccer, horse racing, basketball, NHL, NFL and more, but greyhounds are the core offering because of volume and operational leverage.
- Greyhounds
- Soccer
- Horse racing
- Basketball
- NHL
- NFL
No fluff
I cover the full lifecycle of quantitative and professional betting activity. If it exists in a trading stack, I provide it: build, audit, train, operate, or consult.
One-on-one tutoring
Practical coaching: model thinking, feature engineering, and bankroll preservation.
Strategy development
Bespoke model creation. I don't sell secrets; I deliver working, tested strategy modules.
Automated betting systems
Full-stack delivery: data ingestion, signal generation, sizing, and execution.
Backtesting & validation
Honest stress tests and Monte Carlo scenarios to avoid overfitting traps.
Execution integration
API integration for Betfair, Smarkets, etc. Liquidity-aware execution.
Account management
Liquidity planning, multi-exchange routing, and exposure limits.
Managed solutions
Deploy systems under managed service or white-label the engine.
Code audits
PHP/MySQL performance tuning and fault-tolerant architecture reviews.
Risk management
Drawdown limits, stop-loss enforcement, and auditable paperwork.
Data engineering
ETL, schema design, and clean feature pipelines from greyhound racing feeds.
Exchanges vs bookmakers
Product sellers
They build books with margin and do not like professional winners. If you consistently beat them, you get banned. Their model is selling entertainment to casual punters.
Marketplaces
Venues like Betfair Exchange and Matchbook are where professionals operate. Pricing reflects consensus, liquidity allows larger stakes, and you can Lay (bet against) outcomes.
Why work with me
I don't sell "black box tips." I deliver systems, education, and operations. If you want a quick tip, you'll get blunt, honest feedback, and a path to production.
Get in touch
If you want to move from "good idea" to a bankable production system, let's talk.