Nish P (@npanium) header
Nish P (@npanium) profile picture

Building Node Defenders with zk

on-chain
Joined May 2012
Photo by Nish P (@npanium)Photo by Nish P (@npanium)Photo by Nish P (@npanium)Photo by Nish P (@npanium)Photo by Nish P (@npanium)Photo by Nish P (@npanium)Photo by Nish P (@npanium)Photo by Nish P (@npanium)Photo by Nish P (@npanium)Photo by Nish P (@npanium)
Survivor-io has been my north star while designing Node Defenders on @ZKVProtocol Why? Because it masters the art of player retention through layered progression systems. Here’s what we’re building toward 🧵👇 #Web3Gaming #gamedev #NodeDefenders #communitydriven
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Quit your job. Build a startup. Chase your dreams. That's how my savings went from 20k to 0
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Training NAFNet on @fluence_project Using the GTX5090 this time to save some cents 😆 Shall post the task and the results in a few hours once the training is done. #ml #ai #training #finetuning #imageediting
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I'm eligible for 7,028 ALIGN in the @alignedlayer ALIGN airdrop! Not sure how much it’ll be worth but hey, tokens!
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Ok perfect! Check out the RF-DETR (large segmentation model) by @roboflow and trained by me on @fluence_project in action! Tnx to some great contributors, I was able to convert the trained model to CoreML. Working on an iOS app that lets u scan ur old photos! #ai #coreml
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Training @roboflow ’s RF-DETR model on my custom dataset on @fluence_project ’s GPU cloud Had to use rf-detr over YOLO because of licensing issues …no monies :< #ai #training #finetuning #gpu #data
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The #DeepSeek model is now live on #huggingFace huggingface.co/npanium/deeps… Was a fun experiment. Thanks @fluence_project for the extra creds (and the amazing platform!). #ai #smartcontracts #python #grpo #blockchainsecurity #llm
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Still only half way there with the training and already $30 down lol It’s fun to watch these charts update every few minutes @fluence_project #ai #deepseek #smartcontracts #grpo #finetuning #training
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Just kicked off RL fine-tuning of DeepSeek-R1-Distill-Qwen-7B on smart contract vulnerability detection, running on an A100 via @fluence_project GRPO training on the CGT dataset with 5,910 labeled Solidity contracts spanning 9 vulnerability classes #SmartContracts #ai #deepseek
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I’m just playing around and already spent over $20 (would have be a lot more on AWS etc.) @TheTomTrow @fluence_project please send credits 🥲
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We are excited to introduce Z-Image: the foundation model of the Image family, engineered for good quality, robust generative diversity, broad stylistic coverage, and precise prompt adherence. Follow us for more AI updates!

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Introducing the new /crawl endpoint - one API call and an entire site crawled. No scripts. No browser management. Just the content in HTML, Markdown, or JSON.
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Testing out custodial wallet workflow before integrating Unity. Node defenders uses blockchain as a settlement layer. For the user, they never have to worry about what a blockchain is, let alone sign txns! @avax @AvaxDevelopers #Web3Gaming #evm #NodeDefenders #Blockchain
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Cleared stage-1 of @avax Build Games competition. Onwards goes Node Defenders! @AvaxDevelopers #avax #Web3Gaming #startup #gamedev #lfg
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Reworking the backend of #NodeDefenders to accommodate a better UX even while using the blockchain @avax @AvaxDevelopers #hardhat #evm #SmartContracts #ux #Web3Builders #backend #architecture
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Spent the day working on a tool that lets you create some fancy token comparison clips! #web3 #blockchain #token #coin #animation #WebDev #tools
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Created an interactive browser tool for designing and exporting animated svg buttons with notched corners, HUD bracket overlays and more. Everything is configurable in real time with a live code export in React, HTML/JS & CSS. #frontend #tools #svg #WebDev Link below 👇
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Inspired by @avax website :)
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Nish P retweeted
India just blocked access to Supabase and Firebase. Thousands of apps. Startups. Student projects. Production systems. All suddenly at risk. No clear communication. No technical transition plan. No consideration for the developers building on top of these services. An entire ecosystem disrupted overnight . When infrastructure platforms are blocked without understanding downstream impact, it’s not just companies that suffer it’s builders, founders and users across the country. India can’t aim to be a global tech powerhouse while pulling the ground from under its own developers.
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