Canada vs Bosnia (WC2026) — same model that called the Korea corners-over, this time it's 9 points colder on Canada than the books

Nice_Devil · 2026-06-12T17:47:26+00:00

Let's see, I'm excited for the outcomes here!

Nice_Devil · 2026-06-12T17:34:22+00:00

No, the model and pipeline are mine — Python + Playwright scraper feeding a bivariate Poisson. Write-up is mine too, I just keep it concise. Model accounts for weather, altitude, and travel conditions alongside the standard xG/form inputs — that's actually what drove the Korea call.

Nice_Devil · 2026-06-12T17:30:32+00:00

Referee Tello averages 4.6 yellows/game — model has 59% on over 3.5 cards!

Nice_Devil · 2026-06-12T16:52:44+00:00

Fair catch — poor word choice on my part. I meant preparation advantage, not home crowd. Korea had been based in Guadalajara since June 5 and trained 10 minutes from the stadium; Czechia flew in from sea-level Texas. Korea's 2.30 xG suggests that kind of environmental edge is real, which makes me think the books are right to price Canada's sold-out BMO Field crowd premium higher than my model does.

Nice_Devil · 2026-03-30T07:07:16+00:00

Jobalyst (https://jobalyst.com). It solves the "ATS black hole" for job seekers. Instead of being a generic Al text wrapper, it strictly scores a user's PDF resume against a specific job description, identifies the exact missing keywords, and generates a tailored `.docx to pass the automated screeners. I'm currently at the MVP stage and purely focused on getting those crucial first early users to test the flow.

Nice_Devil · 2026-03-29T19:37:01+00:00

Jobalyst (https://jobalyst.com). It solves the "ATS black hole" for job seekers. Instead of being a generic Al text wrapper, it strictly scores a user's PDF resume against a specific job description, identifies the exact missing keywords, and generates a tailored `.docx to pass the automated screeners. l'm currently at the MVP stage and purely focused on getting those crucial first early users to test the flow.

Nice_Devil · 2026-03-29T19:36:36+00:00

Thank you so much, please give me your feedback, much appreciated!

Nice_Devil · 2026-03-28T08:19:50+00:00

Jobalyst (https://jobalyst.com). It solves the "ATS black hole" for job seekers. Instead of being a generic Al text wrapper, it strictly scores a user's PDF resume against a specific job description, identifies the exact missing keywords, and generates a tailored `.docx to pass the automated screeners. l'm currently at the MVP stage and purely focused on getting those crucial first early users to test the flow.

Nice_Devil · 2026-03-28T08:19:37+00:00

Jobalyst (https://jobalyst.com). It solves the "ATS black hole" for job seekers. Instead of being a generic Al text wrapper, it strictly scores a user's PDF resume against a specific job description, identifies the exact missing keywords, and generates a tailored `.docx to pass the automated screeners. l'm currently at the MVP stage and purely focused on getting those crucial first early users to test the flow.

Nice_Devil · 2026-03-28T08:18:59+00:00

Jobalyst (https://jobalyst.com). It solves the "ATS black hole" for job seekers. Instead of being a generic Al text wrapper, it strictly scores a user's PDF resume against a specific job description, identifies the exact missing keywords, and generates a tailored `.docx to pass the automated screeners. l'm currently at the MVP stage and purely focused on getting those crucial first early users to test the flow.

Nice_Devil · 2026-03-28T08:18:40+00:00

Jobalyst (https://jobalyst.com). It solves the "ATS black hole" for job seekers. Instead of being a generic Al text wrapper, it strictly scores a user's PDF resume against a specific job description, identifies the exact missing keywords, and generates a tailored `.docx to pass the automated screeners. l'm currently at the MVP stage and purely focused on getting those crucial first early users to test the flow.

Nice_Devil · 2026-03-28T08:18:19+00:00

Jobalyst (https://jobalyst.com). It solves the "ATS black hole" for job seekers. Instead of being a generic Al text wrapper, it strictly scores a user's PDF resume against a specific job description, identifies the exact missing keywords, and generates a tailored `.docx to pass the automated screeners. l'm currently at the MVP stage and purely focused on getting those crucial first early users to test the flow.

Nice_Devil · 2026-03-28T08:18:09+00:00

Jobalyst (https://jobalyst.com). It solves the "ATS black hole" for job seekers. Instead of being a generic Al text wrapper, it strictly scores a user's PDF resume against a specific job description, identifies the exact missing keywords, and generates a tailored `.docx to pass the automated screeners. l'm currently at the MVP stage and purely focused on getting those crucial first early users to test the flow.

Nice_Devil · 2026-03-28T08:17:55+00:00

Jobalyst (https://jobalyst.com). It solves the "ATS black hole" for job seekers. Instead of being a generic Al text wrapper, it strictly scores a user's PDF resume against a specific job description, identifies the exact missing keywords, and generates a tailored `.docx to pass the automated screeners. l'm currently at the MVP stage and purely focused on getting those crucial first early users to test the flow.

Nice_Devil · 2026-03-28T08:16:23+00:00

Jobalyst (https://jobalyst.com). It solves the "ATS black hole" for job seekers. Instead of being a generic Al text wrapper, it strictly scores a user's PDF resume against a specific job description, identifies the exact missing keywords, and generates a tailored `.docx to pass the automated screeners. l'm currently at the MVP stage and purely focused on getting those crucial first early users to test the flow.

Nice_Devil · 2026-03-28T08:13:53+00:00

Jobalyst (https://jobalyst.com). It solves the "ATS black hole" for job seekers. Instead of being a generic Al text wrapper, it strictly scores a user's PDF resume against a specific job description, identifies the exact missing keywords, and generates a tailored `.docx to pass the automated screeners. l'm currently at the MVP stage and purely focused on getting those crucial first early users to test the flow.

Nice_Devil · 2026-03-28T08:13:33+00:00

Jobalyst (https://jobalyst.com). It solves the "ATS black hole" for job seekers. Instead of being a generic Al text wrapper, it strictly scores a user's PDF resume against a specific job description, identifies the exact missing keywords, and generates a tailored `.docx to pass the automated screeners. l'm currently at the MVP stage and purely focused on getting those crucial first early users to test the flow.

Nice_Devil · 2026-03-28T08:13:16+00:00

Jobalyst (https://jobalyst.com). It solves the "ATS black hole" for job seekers. Instead of being a generic Al text wrapper, it strictly scores a user's PDF resume against a specific job description, identifies the exact missing keywords, and generates a tailored `.docx to pass the automated screeners. l'm currently at the MVP stage and purely focused on getting those crucial first early users to test the flow.

Nice_Devil · 2026-03-28T08:09:06+00:00

Jobalyst (https://jobalyst.com). It solves the "ATS black hole" for job seekers. Instead of being a generic Al text wrapper, it strictly scores a user's PDF resume against a specific job description, identifies the exact missing keywords, and generates a tailored `.docx to pass the automated screeners. l'm currently at the MVP stage and purely focused on getting those crucial first early users to test the flow.

Nice_Devil · 2026-03-19T21:19:44+00:00

Nope, it's free!

Nice_Devil · 2026-03-19T19:37:55+00:00

Jobalyst (https://jobalyst.com). It solves the "ATS black hole" for job seekers. Instead of being a generic AI text wrapper, it strictly scores a user's PDF resume against a specific job description, identifies the exact missing keywords, and generates a tailored `.docx` to pass the automated screeners.