Articles by Arunangshu
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Architecture Has A Latency Problem
Architecture Has A Latency Problem
AI-native visualization will win by closing the gap between intent and understanding. Architecture does not have a…
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The Future Of ArchViz Is Not AI Renders
The Future Of ArchViz Is Not AI Renders
It is the death of waiting. And the beginning of visual intelligence.
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Flynx Beta community is here . . .
Flynx Beta community is here . . .
It has been long since the last major update to Flynx. We have been getting lots of feedback and suggestions.
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From 0 to 50k: How we growthhacked Flynx without spending single penny
From 0 to 50k: How we growthhacked Flynx without spending single penny
You have built an excellent product but that’s just the beginning. The hardest part is now to getting your product out…
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Moving Fast - Presenting an all new Reading mode
Moving Fast - Presenting an all new Reading mode
In our constant endeavor to make your browsing experience on mobile better, we are rolling out new version of Flynx…
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Biggest update yet to Flynx
Biggest update yet to Flynx
We are extremely pleased to announce our latest update which we rolled out yesterday. This is the biggest update to…
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Arunangshu Bhakta shared thisToday we’re sharing what’s new in Vibe3D for architects and interior designers. Start with an exported view from SketchUp, Revit, Rhino, Blender, or your preferred modeling tool. Create a photorealistic render, make precise edits, add people, change the time of day, and enhance the result. Then create detail shots and present or export your project. Already have a draft render? You can take it straight into Enhance. Watch the full workflow in the video, or try it at vibe3d.ai #AIRendering #Architecture #InteriorDesign #Vibe3D
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Arunangshu Bhakta shared thisOne thing we kept noticing with architectural renders: sometimes the render is already good. It just doesn’t feel finished yet. The materials need a little more depth. The lighting can feel more natural. Details like fabric, wood, glass, reflections or landscaping can still give away that it’s a render. That’s what we’ve been working on with the new Render Enhancement in Vibe3D. You can now take an existing render and simply hit Enhance. Vibe3D works on the image without changing the underlying design, and pushes the material detail, lighting, reflections and overall realism further. The video below probably explains it better than I can. We tested it across interiors and exteriors, and the difference is often in the small things. Would love to hear what you notice first. #ArchitecturalVisualization #3DRendering #Architecture #Vibe3D
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Arunangshu Bhakta reacted on thisArunangshu Bhakta reacted on thisI took 15 low-resolution / draft renders from different rendering workflows and made them presentation-ready in under 60 seconds. The idea was simple: take a draft render that is already structurally and materially correct, but still feels a little flat, low-res or unfinished, and give it the final polish almost instantly. If the geometry, composition and design are already right, you shouldn’t always have to go back into your rendering software and rerender the entire scene just to improve the final finish. Upload the draft render, enhance it, and get it much closer to client-ready in under a minute. This is part of the latest improvements we’ve made to the Vibe3D AI's HyperReal render engine. We’ve spent a lot of time refining the smaller details that usually separate a draft render from a polished one: • More realistic natural and artificial lighting with layered shadows • Better material definition and microtextures • Improved glass, mirrors and reflective surfaces • Sharper furniture and décor details • More realistic plants and landscaping • More natural human anatomy • Higher resolution and a more photographic finish The goal was to make this much more than a simple upscale. It should actually improve the realism and finish of the render while keeping the original design intact. Sharing link to all 15 draft renders and their high res enhanced versions in the comment below. Would love to hear your feedback.
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Arunangshu Bhakta reposted thisArunangshu Bhakta reposted thisI started with an existing SketchUp model of this mixed-use project and explored how the same vaulted architecture could be experienced from the street, through the café and inside the spaces. The challenge wasn’t creating one attractive render. It was keeping the geometry, materials, scale and atmosphere consistent across every view. The model is included to show where the visualization started. Visualizations created using Vibe3D AI #ArchitecturalVisualization #AIRendering #Archviz #MixedUseArchitecture
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Arunangshu Bhakta reposted thisArunangshu Bhakta reposted this𝗜 𝗰𝗿𝗲𝗮𝘁𝗲𝗱 𝘁𝗵𝗶𝘀 𝗲𝗻𝘁𝗶𝗿𝗲 𝗳𝗹𝘆𝘁𝗵𝗿𝗼𝘂𝗴𝗵 𝗶𝗻 𝗮𝗯𝗼𝘂𝘁 𝟭𝟬 𝗺𝗶𝗻𝘂𝘁𝗲𝘀, 𝗳𝗿𝗼𝗺 𝗼𝗻𝗲 𝗦𝗸𝗲𝘁𝗰𝗵𝗨𝗽 𝘃𝗶𝗲𝘄. From a single model perspective, I generated: → photorealistic renders → multiple lighting variations → close-up shots → the full cinematic flythrough with background music No rendering software or animation workflow. This is the part of AI rendering I find most exciting. The value is not just generating one good image faster. It’s being able to turn one basic 3D model view into an entire presentation in minutes. Something like this would normally involve hours of work setting up multiple scenes, lighting, animation and music separately. Here, the whole thing took just 10 minutes. If you’re curious about the workflow behind this, happy to share the process.
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Arunangshu Bhakta reacted on thisArunangshu Bhakta reacted on this𝗪𝗲 𝗳𝗶𝗻𝗮𝗹𝗹𝘆 𝗰𝗿𝗮𝗰𝗸𝗲𝗱 𝗽𝗿𝗲𝗰𝗶𝘀𝗲 𝗔𝗜 𝗲𝗱𝗶𝘁𝗶𝗻𝗴 𝗳𝗼𝗿 𝗮𝗿𝗰𝗵𝗶𝘁𝗲𝗰𝘁𝘂𝗿𝗮𝗹 𝗿𝗲𝗻𝗱𝗲𝗿𝘀. One of the biggest problems with AI editing today is the number of iterations it takes to get things right, inconsistencies between versions, and image degradation with every run. You change one chair, and something else changes too. Do a few edits, and materials, lighting, textures, even image quality start shifting. That makes iterative design work painful. With the latest Vibe3D AI update, you can now change specific elements while keeping the rest of the render consistent and high resolution. In this example, we changed the chair design, cushion color, coffee table material, artwork print and lighting setup, all at once. That sounds simple. It isn’t. For us, this is a big step toward making AI rendering actually usable for real design iteration, not just one-off image generation.
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Arunangshu Bhakta reposted thisArunangshu Bhakta reposted thisA double-height room can look impressive and still feel empty. For this visualization, I kept the architecture unchanged and focused on natural light, material depth, landscape and people to make the space feel lived in. The second image shows the model I started with. Visualized using AI with Vibe3D AI What catches your attention first—the arched window or the light? #InteriorVisualization #ArchitecturalVisualization #AIRendering #InteriorDesign
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Arunangshu Bhakta reposted thisArunangshu Bhakta reposted thisA good render shouldn’t change the architecture. It should help you experience it. I started with this tower model and kept its geometry unchanged. The transformation came through blue-hour lighting, glowing interiors, wet-street reflections, traffic and activity at ground level. The second image shows where it started. Visualized using AI with Vibe3D AI #ArchitecturalVisualization #AIRendering #Archviz #HighRiseArchitecture
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Arunangshu Bhakta reposted thisArunangshu Bhakta reposted thisA riverfront building shouldn’t simply face the water. It should make the edge worth inhabiting. For this AI-designed concept, I explored a large floating roof, transparent public spaces, stepped seating and a promenade that connects the building directly with the waterfront. The goal was to make the architecture feel less like an isolated object and more like part of the public realm. Designed and visualized using AI with Vibe3D AI. #ArchitecturalDesign #ArchitecturalVisualization #Archviz #AIDesign
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Arunangshu Bhakta liked thisToday we’re sharing what’s new in Vibe3D for architects and interior designers. Start with an exported view from SketchUp, Revit, Rhino, Blender, or your preferred modeling tool. Create a photorealistic render, make precise edits, add people, change the time of day, and enhance the result. Then create detail shots and present or export your project. Already have a draft render? You can take it straight into Enhance. Watch the full workflow in the video, or try it at vibe3d.ai #AIRendering #Architecture #InteriorDesign #Vibe3D
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Arunangshu Bhakta liked thisArunangshu Bhakta liked thisOne of the most frustrating things about Architecturual AI viz is fixing one thing in a render, while the other gets messed up. Prompt for a change in environment can sometimes completely change the design! (Don't tell me you haven't faced this). With Vibe3D AI, I am able to seamlessly change the scene and environment, just a few clicks away to set the mood, and have multiple environments and sharpness. If one thing clients love the most, it's the same render in different times. Vibe3D helps me achieve them in a whiff!
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Arunangshu Bhakta liked thisOne thing we kept noticing with architectural renders: sometimes the render is already good. It just doesn’t feel finished yet. The materials need a little more depth. The lighting can feel more natural. Details like fabric, wood, glass, reflections or landscaping can still give away that it’s a render. That’s what we’ve been working on with the new Render Enhancement in Vibe3D. You can now take an existing render and simply hit Enhance. Vibe3D works on the image without changing the underlying design, and pushes the material detail, lighting, reflections and overall realism further. The video below probably explains it better than I can. We tested it across interiors and exteriors, and the difference is often in the small things. Would love to hear what you notice first. #ArchitecturalVisualization #3DRendering #Architecture #Vibe3D
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Arunangshu Bhakta liked thisArunangshu Bhakta liked thisI took 15 low-resolution / draft renders from different rendering workflows and made them presentation-ready in under 60 seconds. The idea was simple: take a draft render that is already structurally and materially correct, but still feels a little flat, low-res or unfinished, and give it the final polish almost instantly. If the geometry, composition and design are already right, you shouldn’t always have to go back into your rendering software and rerender the entire scene just to improve the final finish. Upload the draft render, enhance it, and get it much closer to client-ready in under a minute. This is part of the latest improvements we’ve made to the Vibe3D AI's HyperReal render engine. We’ve spent a lot of time refining the smaller details that usually separate a draft render from a polished one: • More realistic natural and artificial lighting with layered shadows • Better material definition and microtextures • Improved glass, mirrors and reflective surfaces • Sharper furniture and décor details • More realistic plants and landscaping • More natural human anatomy • Higher resolution and a more photographic finish The goal was to make this much more than a simple upscale. It should actually improve the realism and finish of the render while keeping the original design intact. Sharing link to all 15 draft renders and their high res enhanced versions in the comment below. Would love to hear your feedback.
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Arunangshu Bhakta liked thisArunangshu Bhakta liked thisI started with an existing SketchUp model of this mixed-use project and explored how the same vaulted architecture could be experienced from the street, through the café and inside the spaces. The challenge wasn’t creating one attractive render. It was keeping the geometry, materials, scale and atmosphere consistent across every view. The model is included to show where the visualization started. Visualizations created using Vibe3D AI #ArchitecturalVisualization #AIRendering #Archviz #MixedUseArchitecture
Experience
Education
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Dhirubhai Ambani Institute of Information and Communication Technology
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Projects
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Xen virtualization - live migration of virtual machines
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Worked on the Migration of Virtual machines through XEN virtualization on cloud. Studied the merits and demerits of Live Migration.
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Ecodena
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Developed an Online Judge System, which attempts to motivate novice users towards problem
solving by providing comprehensive error reporting and a variety of tutorials.Other creatorsSee project
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Viestories Media
Circle, a full-stack platform for buying and selling pre-owned products, has secured ₹3.4 crore in a pre-seed funding round led by early-stage VC firm Titan Capital, with participation from Raveen Sastry (Co-founder of myntra). The funds will help Circle improve its AI tools for pricing, product grading, and catalog matching. The startup will expand its electronics and home categories, grow its Bengaluru operations, and enter new cities by 2026. 🔗 Read full article link in comment Ankit Misra | Chirag Kataruka #circle #D2C #buyandsell #funding #startupnews #growth
12 Comments -
RooBaRoo Media Co.
𝗧𝗵𝗲 𝗦𝗽𝗲𝗲𝗱 𝗼𝗳 𝗖𝗮𝗽𝗶𝘁𝗮𝗹 𝗶𝘀 𝗖𝗵𝗮𝗻𝗴𝗶𝗻𝗴. 𝗦𝘁𝗮𝗿𝘁𝘂𝗽𝘀 𝗮𝗿𝗲 𝗺𝗼𝘃𝗶𝗻𝗴 𝗳𝗮𝘀𝘁𝗲𝗿. 𝗙𝘂𝗻𝗱𝗶𝗻𝗴 𝗵𝗮𝘀 𝘁𝗼 𝗸𝗲𝗲𝗽 𝘂𝗽. For years, Indian D2C and e-commerce founders had only two real choices: • Give up equity too early • Or take rigid bank debt that doesn’t understand growth cycles Then came Velocity — quietly questioning the default way capital flows to founders. #Velocity isn’t trying to be another VC. It isn’t trying to behave like a bank either. It’s building a reliable third path. Instead of charging interest, Velocity uses revenue-based financing — founders repay capital as a small percentage of their revenue. Grow faster → repay faster. Slow month → lighter burden. No fixed EMIs. No equity dilution. No founder anxiety. As Abhiroop Medhekar, Co-founder & CEO, shared in a recent conversation with TechCrunch, the repayment duration automatically adjusts to how a business performs. Capital finally moves at the speed of the startup, not the other way around. 💡 Why Velocity’s growth matters: • D2C brands need working capital, not valuation debates • Performance-linked payback aligns incentives on both sides • Founders retain control while still scaling aggressively • Capital becomes a growth partner, not a pressure point Velocity’s rise reflects a larger shift in India’s startup ecosystem: ➡️ From funding vanity to capital efficiency ➡️ From one-size-fits-all debt to founder-friendly finance In a market where execution speed decides survival, Velocity isn’t just a fintech company — it’s infrastructure for modern founders. Sometimes, the most powerful innovation isn’t raising more money… It’s rethinking how money should behave. - RooBaRoo Media Co. #StartupVelocity #RevenueBasedFinancing #IndianStartups #D2CIndia #FintechInnovation #FounderFirst #RoobarooMediaCo
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Anagh Prasad
An AI health companion with 3.5M users A clinical assistance tool for 100k doctors Real-world data from 230 yrs worth of consultations SOTA performance on all medical benchmarks 95%+ purely organic acquisition Retention metrics that mirror the world's best consumer products Anuruddh Mishra & team August AI have quietly built a long-time coming revolution that puts the central stakeholder in healthcare back at the centre: the patient! We believe that personalised health companions for every individual will be an inevitable (and exceptionally positive!) consequence of frontier AI capabilities. August's approach of carefully building trust through a proactive conversational interface, proprietary long-term memory stack, & complementing practising doctors instead of trying to replace them puts them at the forefront of building such a platform from India. We're also delighted to partner with Dr Ranjan Pai (Chairman, Manipal Education & Medical Group) & Udit Ahuja from Claypond Capital, who bring immense expertise in healthcare, for the long journey ahead with August. Accel in India Subrata Mitra Our blog on why we invested in comments.
16 Comments -
BW Disrupt
Haptik Co-founder Launches $75 Mn Activate Fund For Early-Stage AI Startups Aakrit Vaish and Pratyush Choudhury launch Activate, a USD 75 mn fund backing early-stage AI startups in India with global AI leaders as LPs Read full story on: https://lnkd.in/gEs-CxA8 #AakritVaish #PratyushChoudhury #Activate Annurag Batra | Noor Fathima Warsia |Tanvie Ahuja | Chetan Mehra | Resham Suhail | Navneet Singh
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Enablers - Discover.Invest.Achieve
𝗙𝘂𝗻𝗱𝗶𝗻𝗴 𝗗𝗶𝗴𝗲𝘀𝘁- 𝟭𝟵𝘁𝗵 𝗔𝘂𝗴𝘂𝘀𝘁 𝟮𝟬𝟮𝟲 • CtrlS has raised INR 250 Cr from Nikhil Kamath and Sreeram Reddy Vanga • AlgoFET has raised INR 15 Cr in a Pre-Series A funding round led by Piper Serica • Digidukan has raised INR 2 Cr in angel funding from United Plywood directors • Butterfly Learnings has raised INR 65 Cr in a Pre-Series B funding round led by Inflexor Ventures • KKR has acquired a minority stake in BookMyShow • Zenalyst has raised INR 3 Cr in a Pre-seed funding round from angel and corporate investors • DSP Finance has acquired Volt Money to strengthen its digital lending platform Visit us at https://lnkd.in/gXwQzFC and follow Enablers - Discover.Invest.Achieve for daily updates on the startup funding #ValProCapital #Enablers #FundingDigest #ValPro
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Indian Startup Times
Reo.Dev Secures $4 Million Seed Funding to Launch AI-Native GTM Platform for Developer-First Companies Reo.Dev, the world’s first AI-native GTM platform built for developer-first companies, has raised $4M in seed funding led by Heavybit, with participation from IndiaQuotient and Foster Ventures. Already trusted by 100+ DevTool companies like LangChain, Temporal, DataHub, n8n, and Chainguard, Reo.Dev helps GTM teams decode developer intent by translating signals from GitHub commits, package installs, and documentation activity into actionable insights. With this funding, Reo.Dev plans to: - Double its team size - Open its first U.S. office - Expand product development to meet growing DevTool needs Companies using Reo.Dev have seen: - 3× new opportunities - 2× more discovery calls - 70% higher ROI on GTM campaigns “Developers are the new buyers in the AI era,” says Achintya Gupta, CEO of Reo.Dev. “Our goal is to make their intent visible and revenue-generating.” Read More: https://lnkd.in/gTfgXkvF #ReoDev #FundingNews #AI #DeveloperTools #Heavybit #IndiaQuotient #StartupFunding #GTM #SaaS #DevTools #AIinSales
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Raahgir Ai - Address Validation Tool
The shortest answer to the most expensive problem in Indian D2C. 📉 Every Indian D2C founder knows the pain. You build a great product, nail the ad creatives, optimize the checkout—only to have the profit wiped out because a customer wrote "Near the big neem tree" with a completely wrong pincode. Standard geocoding tools fail in India. Raahgir AI doesn't. It acts as an intelligent automation layer that intercepts messy, unstructured inputs and instantly reformats them into precise, courier-friendly addresses before dispatch. No more endless hide-and-seek for delivery riders. No more burning cash on double shipping. Just clean data and protected margins. #D2CIndia #LogisticsRevolution #RTOreduction #EcommerceIndia #SupplyChain #RaahgirAI #SaaS #IndianStartups #logistics #d2c #ai
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