Harish Akshay
@akshay_har15846
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Hey, Iโm Harish Akshay! 18 y/o chasing chasing the World with fire! ๐ฅ
Joined April 2025
๐ Just launched Leavo โ a Leave Letter Generator for students from rural areas ๐.๐ดLive: ๐ No stress. No guesswork. Just click & get your letter. #BuildInPublic #StudentDev #100DaysOfCode.#indiedev #ProductDesign #startup
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Still doing these 3 tasks manually? .Youโre wasting hours every week. โณ.Save 20+ hrs/month. ๐งนSorting Emails.๐ Copying Data Between Tools.๐ข Sending Notifications. Posted my exact setup on LinkedIn .#automation #nocode #productivity #buildinpublic #makers
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๐ป Devs, here's your daily nudge ๐.You're not just writing code - you're solving problems at scale. ๐ง Think logic-first.๐งช Test ruthlessly.๐ฆ Ship iteratively.๐ Learn dailyFrom bugs to breakthroughs, keep building. #DevCommunity #Devs #CleanCode #BuildInPublicAsk.
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๐ Tech jobs aren't limited by geography anymore. Build your career from your bedroom, a beach, or a cafรฉ in Tokyo. โ๐๐ป. Learn in public. Apply with power. The worldโs hiring and youโre just one click away. #HuntYourTribe.
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Don't need to fear AI replacing Jobs. Just Adapt.Learn.Grow.
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Biggest productivity trap?. ๐ฏ Perfection. ๐ Ship code. ๐ Iterate later. โ
Done > Perfect. #Motivation #CodeNewbie #BuildInPublic #HarishAkshay.
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Use VS Code Workspace settings to set project-specific linting & format rules ๐. One config file = consistent codebase โ
. #WebDev #VSCode #CodingTips #HarishAkshay.
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Me debugging at 3AM be like:.โIt worksโฆ but I donโt know why.โ . ๐ตโ๐ซTomorrowโs mission: Comment ALL the code. #CodingLife #DevHumor #100DaysOfCode #HarishAkshay.
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Want to code more in less time? ๐. Try the Pomodoro Technique:.25โฏmin focused coding โก๏ธ 5โฏmin break ๐ฏ.Keeps you sharp, avoids burnout. #CodeProductivity #DevLife #Pomodoro #HarishAkshay
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๐ Built a GPT from scratch using PyTorch!. Learned embeddings, positional encodings, and tokenization the hard way but loved every bit of it ๐. Would love to hear your feedback and thoughts on this! ๐.Always open to learning and leveling up ๐ก.
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Built GPT from scratch step-by-step at 18!๐ป. โ๏ธ Tokenization.โ๏ธ Positional Encoding.โ๏ธ Input Embedding. No copyโpaste. No shortcuts. Just pure Transformer mechanics. Watch me decode the GPT brain, line by line ๐. #AI #Transformers #GPT #DeepLearning #BuildInPublic
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๐ง Memory was the missing piece. MemOS could be the turning point - from tools to thinking systems. The future of AI wonโt just be smart. Itโll remember. #AI #LLM #MemOS #MachineLearning #FutureOfAI #HarishAkshay.
LLMs Are Getting Their Own Operating System. New research introduces MemOS, a unified memory operating system that gives LLMs a persistent, governable, and lifecycle-aware memory system, bridging the gap between short-term context and long-term learning.
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๐ง Just launched my Digital HQ on Notion!.18 | Building products & sharing my journey ๐. ๐ Projects, tools & more:.๐ #BuildInPublic #HarishAkshay #Notion #StudentDev #DigitalPortfolio
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HTML: โIโm the skeletonโ ๐ฆด.CSS: โIโm the dripโ ๐๐จ.JS: โI break stuff at 11:59PMโ ๐๐ฃ. Web dev is just:.๐ญ Debugging.๐ก Refreshing.๐คฏ Fixing.๐
Hoping.But that final deploy hits DIFFERENT ๐ฅ๐ป. #WebDev #FrontendDev #DevHumor #CodingLife #StudentDev #HarishAkshay.
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๐ง Learning to code is:.10% writing syntax โ๏ธ.20% fixing bugs ๐.70% fighting imposter syndrome daily ๐ตโ๐ซ๐ญ. But guess what? Youโre still showing up.Youโre still building.Thatโs what makes you a DEV ๐จโ๐ป๐ฅ.#CodeLife #Dev #100DaysOfCode #KeepBuilding #TechTwitter #HarishAkshay.
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Every ML model teaches you something beyond algorithm ๐ง . Linear Regression taught me:.๐น Simplicity works.๐น Clean data is king.๐น Donโt underestimate the basics.Accuracy: 95%.Confidence: 100% ๐. #MachineLearning #MLCommunity #DataScience #PythonML #StudentDev #HarishAkshay.
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Web dev life be like:.๐จโ๐ป Write code.๐ตโ๐ซ Break code.๐คฌ Blame browser.๐ซฃ Forget semicolon.๐ Repeat. But when that UI finally clicks?.Feels better than exam results ๐.#WebDevelopment #FrontendDev #CodingLife #DeveloperHumor #StudentDev #HarishAkshay.
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Tech stack: HTML, CSS, JS, Python (Flask).Deployed on Render. Feedback/suggestions welcome ๐.
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๐งโ๐ I'm a first-year student. ๐ง I saw rural students struggling to write formal letters. So, I built Leavo - a simple tool to help. ๐ Itโs LIVE. Being used. Making impact. Hereโs a quick walkthrough ๐. #BuildInPublic #StartupTwitter #TechForGood
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๐งโ๐ I'm a first-year student. ๐ง I saw rural students struggling to write formal letters. So I built Leavo - a simple tool to help. ๐ Itโs LIVE. Being used. Making impact. Hereโs a quick walkthrough ๐. #BuildInPublic #StartupTwitter #TechForGood
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ML taught me:.๐งผ Clean your data like you clean your DP before uploading.๐ Location matters - even for plots, not just dates.๐ง Linear Regression understands me better than some humans. I laughed, I cried, I predicted ๐.#MLHumor #CodingLife #StudentDev #HarishAkshay.
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