David Akara @daakara.bsky.social · 02/09/2026Really excited for my last Measurecamp of the year. Can't wait to reconnect with the Analytics community, learn, exchange learnings and experiences and see what most folks have been up to. Time to get inspired and challenged at @measurecamp . #Measurecamp #MeasurecampBrussels 110
David Akara @daakara.bsky.social · 27/08/2026@antigravity is so underrated in 24 hours vibe coded finance-xp8.pages.dev token efficient and pretty much production ready. All I need is bring my curiousity and domain expertise and a Lil bit of morefinance-xp8.pages.devFinance Terminal | Quantitative Intelligence & Congressional STOCK Act PlatformMaster institutional trading with real-time STOCK Act disclosures, Minervini VCP setups, 20 EMA pullbacks, and Cornish-Fisher VaR risk modeling. 100
David Akara @daakara.bsky.social · 26/08/2026Do you mind taking a look at fpldna.com and let me know what you think?fpldna.comFPL DNA: Free AI Fantasy Premier League Tools, Projections & RMT100% free AI Fantasy Premier League tools: Bayesian expected points (xP), Rate My Team squad rating, 5-FT transfer runway solver, and live BPS matchday tracking. 000
David Akara @daakara.bsky.social · 26/08/2026Imagine a Haaland brace, but I don't think your going to get punished anytime soon 110
David Akara @daakara.bsky.social · 26/08/2026Nothing to see here. How we doubled and tripled up on them might be the real shocker😂 010
Reposted by David AkaraFPLDNA | FPL Benchmarking & Data @fpldna.bsky.social · 19/08/2026 Wondering why your FPL squad isn't automatically loading on FPL DNA yet? It’s not a bug—it’s the official FPL Pre-Season Privacy Lockout. Here’s why live picks are hidden and how you can build, simulate, and rate your GW1 draft right now: 🧵👇 111
David Akara @daakara.bsky.social · 19/08/2026From an EPL perspective and as a Gooner I love this Konsa talks but from an FPL perspective this will have its pros and cons. A 4.5 defender who would most likely start while Saliva is out. On the other hand my current squad already has 3 arsenal players. And I see this as most folks dilemma #FPL 110
Reposted by David AkaraFPLDNA | FPL Benchmarking & Data @fpldna.bsky.social · 15/08/2026Mini-leagues aren't won by finding one magical differential. It’s won by making fewer bad decisions than the people you’re trying to beat. That’s where FPL DNA comes in. 🧬 #FPL #FPLCommunity 111
Reposted by David AkaraFPLDNA | FPL Benchmarking & Data @fpldna.bsky.social · 12/08/2026Countdown to the new season! ⚽️🔥 We’re excited about FPL DNA — your all-in-one FPL companion. From team ratings and chip & transfer strategy to fixture difficulty, hidden gems, enablers and more, we’ve got you covered. #FPL #FPLCommunity #FPLTips #FantasyPremierLeague www.fpldna.com 011
David Akara @daakara.bsky.social · 12/08/2026I mean if you look back at his last season with Brentford and if he makes it into the starting 11, he might be a budget enabler. If memory serves well he finished that season with 5 goals and 8 yellows Ish. 010
David Akara @daakara.bsky.social · 11/08/2026📊 Summary: Standard FDR vs. FPL DNA • Scale: Rigid 1–5 vs. Continuous Decimals • Split: Combined vs. Separate Attack & Defense FDR • Updates: Static/Infrequent vs. Dynamic Real-time xG • Verification: None vs. Back-tested Accuracy Level up your planning for the upcoming gameweeks at fpldna.com 🧬fpldna.comFPL DNA - FPL Analytics DashboardReal-time FPL analytics overview, top scorers, transfer intelligence, and live gameweek data. 000
David Akara @daakara.bsky.social · 11/08/2026🔍 Accountability: Back-Tested Accuracy Most FDR tools never check if their predictions were right. FPL DNA includes a dedicated Forecast Accuracy module that continually back-tests predictions against actual match outcomes—reducing cognitive bias and sharpening your transfer decisions. 100
David Akara @daakara.bsky.social · 11/08/2026🧬 Solution: Continuous, Dynamic Probabilities @fpldna.bsky.social replaces broad buckets with granular decimal ratings. Powered by rolling xG, xGA, home/away performance weighting, and neural optimization, our ratings dynamically adapt as team form and tactical profiles shift in real time. 100
David Akara @daakara.bsky.social · 11/08/2026📈 Problem #2: Arbitrary 1–5 Integer Scales Not all "3-difficulty" fixtures are created equal. Facing a mid-table side at home vs. away carries completely different expected value, yet traditional systems treat them identically. 100
David Akara @daakara.bsky.social · 11/08/2026⚔️ Solution: Split Attack & Defense FDR @fpldna.bsky.social evaluates Attack FDR (xG / scoring potential) and Defense FDR (clean sheet odds) separately. Forward targeting a leaky high-line? Favorable Attack FDR. Defender facing a low-block, low-scoring side? Favorable Defense FDR. 100
David Akara @daakara.bsky.social · 11/08/2026🎯 Problem #1: A single difficulty score for both Strikers & Defenders. Facing Spurs away might be rated a flat "4 (Hard)" in standard FDR. But Spurs' high-line defense offers massive xG potential for forwards, even if their attack threatens your clean sheet. Single ratings mask real opportunity. 100
David Akara @daakara.bsky.social · 11/08/2026🚨 Stop treating all 4/5 difficulty fixtures the same. The official #FPL FDR is a helpful starting point, but its rigid 1–5 scale misses crucial tactical nuances. Here is how @fpldna.bsky.social reimagines Fixture Difficulty with data science: 🧵👇 101
David Akara @daakara.bsky.social · 11/08/2026Need see the rest of your squad, I'm guessing you going 3-5-2? This is a really brave and smart strategy 110
David Akara @daakara.bsky.social · 11/08/2026No Direct Prompting: Because the system operates on structured data pipelines rather than live, end-user LLM prompting, users get instant, high-level analysis without needing to manage inputs, credits, or tokens. 000
David Akara @daakara.bsky.social · 11/08/2026Lightweight API Calls: When a user enter their FPL ID, the site makes a direct API call to fetch the public FPL data and matches it against the pre-calculated models. 100
David Akara @daakara.bsky.social · 11/08/2026"Great question! From an end-user perspective, there are zero token costs or usage limits. The heavy lifting happens entirely on the backend architecture: Pre-Computed Analytics: the heavy computational models, permutation logic, and statistical analysis upfront run in the backend. 110
David Akara @daakara.bsky.social · 10/08/2026Why fpldna.com? 🤔 • Squad & Team Optimizer • Advanced xP Projections & AI Forecasts • Real-time FDR Heatmaps & Transfer Intelligence No paywalls, no subscriptions—just high-level data intelligence to help you dominate your mini-leagues for GW1! 🏆 #FPL #FPLTips #FPLCommunity #FantasyPremierLeaguefpldna.comFPL DNA - FPL Analytics DashboardReal-time FPL analytics overview, top scorers, transfer intelligence, and live gameweek data. 131
David Akara @daakara.bsky.social · 10/08/2026After a full year of late-night coding, I’m launching fpldna.com! 🚀 I built this tool combining my data science background and passion for FPL. It features squad optimizers, xP models, & transfer planning—completely FREE with premium-tier analytics. Pure love for the game! 📊 #FPL #FPLCommunityfpldna.comFPL DNA - FPL Analytics DashboardReal-time FPL analytics overview, top scorers, transfer intelligence, and live gameweek data. 143
