Danny @EngineerDevDan

PhD, ML Researcher aeriqlab.com Flagstaff, AZ Joined October 2020

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Danny @EngineerDevDan

3 weeks ago

• Barcelona – Champs (28-4-6) • Real Madrid – Close 2nd • Atlético Madrid – Solid 3rd • Liverpool – Champions (25-9-4) • Arsenal – Strong 2nd • Man City – Resilient 3rd • Bayern Munich – Bundesliga winners (25W in 34) • Napoli & Inter – Dominant top 2 • PSG – Commanding…

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Danny @EngineerDevDan

3 weeks ago

My first hypothesis is the big soccer teams are more likely to win their matches when they play the lesser teams.

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Danny @EngineerDevDan

3 weeks ago

💡 Want to actually test if you have a betting edge? 1️⃣ Pick 1 market & form a hypothesis 2️⃣ Collect historical odds & results 3️⃣ Build a model → estimate true win % 4️⃣ Compare to market odds 5️⃣ Backtest before risking $ 6️⃣ Track 200–500 live bets 🎯 Edge ≠ luck. Prove it…

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Danny @EngineerDevDan

3 weeks ago

So these are the data we will get from football-data.org : ✅ Fixtures & results ✅ League tables & standings ✅ Team & player stats ✅ Top scorers ✅ Head-to-head records 💻 Easy JSON API → perfect for building apps, models, or dashboards.

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Danny @EngineerDevDan

3 weeks ago

We are looking to grab real-time soccer (football) statistics. This is a Free & Developer-Friendly API football-data.org Offers match data, live scores, fixtures, standings, squads, and lineups. Top competitions are free access indefinitely.

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Danny @EngineerDevDan

3 weeks ago

So let's build something which is entirely free or die trying. 😌

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Danny @EngineerDevDan

3 weeks ago

💡 More info ≠ more profit - These existing tools always hide under paid subscriptions so they are not free. - They also don't guarantee wins (no tool guarantees that)

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Danny @EngineerDevDan

3 weeks ago

These are tools that can give you sharper odds, better data, and faster moves: 🔹 Action Network – trends, odds, QuickSlip bets 🔹 BetQL – find +EV plays & track line moves 🔹 Outlier – advanced prop & market analytics 🔹 BettingPros – AI picks + bet tracking 🔹 ScoresAndOdds –…