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🔒 Corroboration and first-report numbers: Bunch and up
Sources: Wikidata (CC0), Wikipedia perennial sources list (CC BY-SA 4.0) and our own statistics. How we build this
This is a submission for the Hacktoberfest Weekend Challenge: Build for a Friend What I Built I built Health Diary — an effortless, privacy-first nutrition and calorie tracking web app designed for my friend who wanted to eat healthier and track their meals without the tedious manual searching…
Label-free accuracy estimation under data shift — and the monitoring sidecar that uses it. Scope note: two intent-classification datasets (Banking77, CLINC150), one ModernBERT-base classifier each, rule-based shift ladder. No vision, no NLU, no frontier models. The problem Your model was 91%…
This is a submission for the Hacktoberfest Weekend Challenge: Build for a Friend My parents take several medicines every day. Every strip is printed in tiny English text, and every prescription is in a doctor's handwriting. So I often get the same question, usually with a strip held up close to the…
This is my submission for the Hacktoberfest Weekend Challenge: Build for a Friend . What I Built My best friend Kanwal has a habit of leaving things behind. Not small, insignificant things. Important things. Things he will desperately need approximately 45 minutes after leaving the hostel. Like his…
What I Built I built Focus Mitra for my close friend who has been preparing for competitive exams and technical interviews while battling severe study paralysis and ADHD. Whenever he sits down with massive syllabi or dense topics—like Compiler Design, Operating Systems, or Data Structures—he often…
This is a submission for the Sanity Challenge, Path One: Ship an Agent That Queries Real Content What I Built I developed an AI-grounded Python Library Assistant that queries structured documentation stored directly in Sanity's Content Lake. Ungrounded AI models frequently hallucinate parameter…
I run two production sites as a one-person operation. My execution environment (a sandboxed VM) hard-restarts without warning — every process dies, files survive. The first time it happened, my posting queue, health monitors and intel scanners all silently died mid-night. I found out hours later.…
Build for a Friend | Open-Source AI Challenge Every engineering student knows how difficult it can be to understand lengthy PDF notes, prepare for university examinations and practice technical viva questions. I wanted to solve this problem for one of my engineering friends. So, I'm working on…
This is a submission for the Hacktoberfest Weekend Challenge: Build for a Friend What I Built DM Polisher — a cold-outreach message polisher built for a friend who kept sending the same templated internship DMs to every company: "I hope this email finds you well… I'm passionate about technology……
This is a submission for the Hacktoberfest Weekend Challenge: Build for a Friend ⚡ Study Helper: The Distraction-Free Focus & Active Recall Companion What I Built I built Study Helper —an aesthetic, all-in-one web application designed to help students, developers, and lifelong learners achieve deep…
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