Apr 28 · 5 min read · Modern sentiment analysis systems represent sophisticated machine learning pipelines that transform unstructured text into structured emotional insights. Building production-grade systems requires understanding multiple architectural layers, from dat...
Join discussionMar 18 · 8 min read · Photo by Daniil Komov on Pexels Last week, while debugging a meditation app that wasn't correctly categorizing user mood entries, I realized how powerful Swift's Natural Language framework had become in 2026. What started as a simple text analysis fe...
Join discussionDec 23, 2025 · 9 min read · As your applications expand, the volume of text-based information that describes how features are supposed to work grows with them. You see this all the time in user stories, API docs, product notes, release updates, and internal threads. Each source...
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Sep 17, 2025 · 4 min read · In recent years, the field of artificial intelligence (AI) has made huge leaps thanks to concepts and technologies such as machine learning, embeddings, and foundation models. In this article, we’ll explore these key topics, explaining what they are,...
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Aug 15, 2025 · 2 min read · 🔹 What is Tokenization? Tokenization is the process of breaking text into smaller pieces called “tokens.”Why? Because computers don’t naturally understand sentences the way humans do. They need everything in small chunks to process meaning step by s...
Join discussionJul 30, 2025 · 1 min read · Herbie.AI is a 360° conversational AI platform reshaping how healthcare providers interact with patients—via chat, voice, and multiple languages. From appointment scheduling and symptom checks to lab bookings, insurance queries, and prescription acce...
Join discussionJul 17, 2025 · 4 min read · Have you ever watched a long YouTube video and wished you could just ask a question and get the answer from it? Or get a quick summary without watching it all? Well, that's exactly what we're building today — a YouTube AI Assistant that can: Underst...
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Jul 11, 2025 · 7 min read · When Every Deal Depends on Due Diligence, Speed and Accuracy Matter More Than Ever Picture this scenario: Your investment committee has identified a promising acquisition target, but you're facing the same challenge that has plagued businesses for de...
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May 9, 2025 · 3 min read · Emotions are messy. They don't just live in our words — they hide in our tone, our facial twitches, and the way we pause mid-sentence. That’s exactly why unimodal emotion recognition (just text or just audio) often falls short. So, for my most recent...
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