Tech Lead 💼 | Product Manager 🚀 | MERN Stack Developer 🖥 | Curious mind & lifelong learner 📚 | Building Lawyer AI & my own empire 🌐 #BuildInPublic

Joined July 2019
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Building my own log systems used to be a pain. Now? I can spin one up, maintain it easily, and customize it around the data itself. The way @AnthropicAI's Claude is changing how we build and think — it's genuinely exciting to be a dev right now. 🚀 #Claude #AI #BuildInPublic
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While thinking about my brand, I realized: The name doesn’t carry the product — it reflects the intent. Simple beats clever when you’re building for everyone. #BuildInPublic #StartupJourney #Branding #ProductThinking #Entrepreneurship
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Finding a brand name is harder than building the product. Everything sounds good… until you check availability and it already exists. Back to brainstorming. #StartupLife #Branding #BuildInPublic
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The deeper go into building a paralegal Al tool, the more realise how shallow my initial thinking was. thought it was about summaries and faster access to case laws. It's not. #LegalTech #Al #StartupBuilding
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It's about how a lawyer thinks what to show, what to ignore, what actually moves a case. If Al can't replicate that filtering and judgment, it's just a document viewer. #Lawyers #AIProducts #BuildinPublic
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Took me a bit to realize — the problem wasn’t the model. It was how I was using it. Same prompt, same output… but paying full cost every time. #Founders #StartupLessons #AIMistakes #LearningInPublic #IndieHackers
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So I changed the approach. Started treating it like a bulk processing problem instead of individual AI calls. Switched to batch processing Haiku API. #AIEngineering #APIs #CloudComputing #DevLife #SystemDesign
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That one shift helped a lot: Lower cost, better consistency, faster pipeline. Still optimizing, but this was a big unlock. #TechInsights #StartupTips #BuildBetter #Efficiency #AITools
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I’ve been working on processing 40K Supreme Court judgments (1952–present) for my Legal AI startup. The goal was simple: turn raw judgments into structured data. But it got expensive fast. #LegalAI #BuildInPublic #AIIndia
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My first setup cost me ~$30 per 1,000 judgments. At a small scale, it felt okay… but at 40K , it just didn’t make sense. #AIcost #StartupProblems #Scalability #AIBuilders #TechStartups
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Building an AI for Indian lawyers. Focused on real workflows — research, drafting, case prep. Goal: save time & reduce friction. Building in public. Feedback welcome. #LegalTech #AIIndia #BuildInPublic #LawTech #StartupIndia
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25 Nov 2025
Cline Al has been acting weird lately. It used to get my work done smoothly, now it's giving messy outputs. Anyone else seeing this? @cline
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24 Nov 2025
Cline Al has been acting weird lately. It used to get my work done smoothly, now it's giving messy outputs. Anyone else seeing this? @cline
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12 Nov 2025
Built a complete comment system for my Task Management ERP tags, replies, likes, nd live updates with Socket.I0– in just half a day using Codex Can't believe how fast Al is speeding real-world dev! #AI #Codex #DevCommunity #NodeJS #MERN #WebDev #SaaS #Productivity
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29 Aug 2025
Balancing a startup with job & life is tough. Yesterday got lazy, skipped my task & watched Netflix. The hack? Always remember WHY you started-that's the fuel. Back to Level 0. Sharing my daily progress from here. #StartuplLife #Motivation #Discipline #LevelUp #Founders Journey
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26 Aug 2025
Just realized — great tech alone doesn’t make a product successful. It’s UI/UX design that makes people actually love using it. #UIDesign #UXDesign #ProductDesign #BuildInPublic
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17 Aug 2025
Building Kriti AI Lawyer isn’t just about AI — it’s about data. Supreme Court ✅ High Courts, District Courts, Tribunals ❓ The next few weeks will be all about solving this messy, fragmented data challenge.
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27 Jul 2025
I just finished One Piece episode 1137, and I’m a mess. Angry, heartbroken, anxious—I legit cried twice. That Kuma punch hit way too close. And that final song? No words. Just pure emotion. 🥲💔 #OnePiece1137 #Anime #OnePiece #ONEPIECEの日
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24 Jul 2025
Day 1 of building my SaaS AI 🚀 Learned: Transformers, tokenization, context windows, temperature, top-p, penalties, streaming, reasoning models, fine-tuning, embeddings, RAG, pricing, model types, Git & APIs Brain = fried but excited! 🧠⚡ #BuildingAI #Day1
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Sometimes chatbot AI's are too overwhelming for a feature, it gives you lots of things that you didn't even know that you required and your timelines gets fucked up. #CLAUDIA #ChatGPT

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