Showcase · Esports

Built a reusable slide template for post-scrim VOD reviews — round-by-round notes, econ tracking, and a rotating "player of the scrim" slot.

Full VOD of a 32-team community bracket cast alone in English and Nepali. I lost my voice on the grand final and finished it anyway, which you can hear.

Cut together my favorite clips from this ranked season. Feedback on editing pace welcome.

Two are on paid rosters. Six quit. The write-up covers all eighteen, including the six, because a programme that only reports its successes is a marketing document.

A written argument with our own attendance and improvement data behind it. The short version is that a block without a written objective is just supervised queueing.

A one-page onboarding sheet for a stand-in joining a roster on match day. Written after doing it badly twice.

When each piece of utility should land relative to the round timer, derived from rounds we won rather than from what looks good on a highlight reel.

Defaults per map written from our own losses rather than imported from a pro comp we cannot execute. Every entry has the round it came from attached.

Every scrim loss from a full season, annotated round by round. It started as a personal habit and it is now the only thing teams ask me about in a trial.

Undefeated through the lower bracket after dropping the opener, played on a stand-in duo the whole way. Posting all nine series rather than the highlights.

Trained on 1,400 maps of parsed demos, updating on utility spent rather than on kills. Calibrated within four points on held-out playoff data, which is where most public models fall apart.

The operations write-up: registration cutoffs, admin escalation paths and the dispute template. Nobody comments on a bracket that runs on time until one does not.