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Arka Probha Roy Profile
Arka Probha Roy

@roy_probha

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3
Following
93
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63
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101

Joined October 2022
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@Hyperbola_27
Jyotirmoy Baidya
4 months
Soโ€ฆ did I nail it or what? ๐Ÿ‘€
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@roy_probha
Arka Probha Roy
4 months
yes it neopost
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@Hyperbola_27
Jyotirmoy Baidya
4 months
Did I cook this Hero Section?
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@roy_probha
Arka Probha Roy
4 months
main fundamentals: http requests (get/post) html/dom selectors handling cookies/sessions proxies + headers (so u donโ€™t get insta blocked)
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@roy_probha
Arka Probha Roy
4 months
basic โ†’ itโ€™s just code that fetch a site page nd pick the info u want (title, price, table, etc).
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@roy_probha
Arka Probha Roy
4 months
as a self taught dev i always asked โ€” what even is web scrapping ? nd why ppl hype it so much
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@roy_probha
Arka Probha Roy
5 months
Most AI image generators are useless for serious businesses. You get โ€œcoolโ€ looking outputs, but none of it actually carries your brand identity. We decided to fix that.
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@roy_probha
Arka Probha Roy
5 months
The solution we built: โ€“ High-fidelity graphics tied to your brand (identity + domain) โ€“ Long input fields โ†’ because quality doesnโ€™t come from shortcuts โ€“ Templates โ†’ reuse designs, scale carousels and campaigns instantly Itโ€™s not just another AI image generator.
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@roy_probha
Arka Probha Roy
5 months
The problem: โ€“ Developers canโ€™t show off their work with branded visuals โ€“ Businesses end up posting generic AI images that donโ€™t โ€œfeelโ€ like them โ€“ Designers waste hours recreating the same layouts (carousels, campaigns, etc.) We kept seeing this pattern over and over.
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@roy_probha
Arka Probha Roy
5 months
What impression does the illustration create? Just a voice agent ?
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@roy_probha
Arka Probha Roy
5 months
Iโ€™m cutting the foods now ๐Ÿ…๐Ÿ”ช โ€” cooking soon. Stay tuned for this kind of automation magic ๐Ÿช„๐Ÿ“ธ #LangChain #AI #ComputerVision #BuildInPublic
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@roy_probha
Arka Probha Roy
5 months
๐Ÿ” Instead of processing the entire image at once: 1๏ธโƒฃ Define the area of interest (coords / bounding box) 2๏ธโƒฃ AI analyzes that zone first 3๏ธโƒฃ Then uses full image for extra context This makes results sharper & reduces distractions.
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@roy_probha
Arka Probha Roy
5 months
LangChain isnโ€™t just for chatbots โ€” itโ€™s a framework for AI reasoning. In this build: It handles tool integration (image loading, encoding) Orchestrates calls to Gemini 2.0 Flash Lets me inject โ€œview pointerโ€ logic before analysis
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@roy_probha
Arka Probha Roy
5 months
๐Ÿ–ผ๏ธ Just built an AI image recognition tool with โ€œFocus Zonesโ€ using LangChain. Now you can tell the AI exactly which part of the image to look at first. No more wasting tokens on background noise. ๐Ÿš€ #LangChain #AI #ComputerVision #BuildInPublic
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@roy_probha
Arka Probha Roy
5 months
โœ… Step-by-step flow: Collect lead info โ†’ name, email, company, website, industry Scrape company site โ†’ using our own HuggingFace web scraper instance Generate company-specific docs (our works, proof, pitch) Generate platform-wise cold emails Auto-send it. Repeat. No BS.
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@roy_probha
Arka Probha Roy
5 months
We just built a complete mailing automation stack โ€” end to end. Not selling anything. No code drop. Just sharing the logic to kill procrastination and BUILD in public. Hereโ€™s how it works ๐Ÿ‘‡#AItools
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@roy_probha
Arka Probha Roy
5 months
I'm already testing it inside: โ€“ ๐Ÿ” n8n flows โ€“ ๐Ÿง  Memory-backed bots โ€“ ๐Ÿ› ๏ธ Multi-step LLM chains โ€“ ๐Ÿค– Automation with Redis & Upstash Feels like a big leap. Might be temporary access โ€” so move fast. ๐Ÿ‘‡
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@roy_probha
Arka Probha Roy
5 months
๐Ÿšจ BREAKING: GPT-5 โ€” aka Horizon (Beta) โ€” just dropped on OpenRouter, and you can use it right now for free. No waitlist. No tokens. Just raw AI power. Model: openrouter/horizon Platform: https://t.co/SxbKMkGBsZ ๐Ÿ‘‡
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@roy_probha
Arka Probha Roy
5 months
I'm already testing it inside: โ€“ ๐Ÿ” n8n flows โ€“ ๐Ÿง  Memory-backed bots โ€“ ๐Ÿ› ๏ธ Multi-step LLM chains โ€“ ๐Ÿค– Automation with Redis & Upstash Feels like a big leap. Might be temporary access โ€” so move fast. ๐Ÿ‘‡
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