Vansh Bishnoi

21 | UHI 10 @AtriumAcademy | Locked in | Web3 | DSA | Caffeine | GYM

[Vansh Bishnoi @vansh_web3]

🌴 Heading to Hacker House Goa 2026?
@247pmstudio

Get your official Builder Pass & custom PFP overlay ready before landing in Goa!

Code by the beach, ship by the sunset. 🏖️
Generate yours now ➡️ https://t.co/3z2pDvi8yn

Team :- FactorFlow💪
@AkshadGujarkar X @ChaitanyaKewale X @vansh_web3

#FrameInGoa #HHGoa2026 #Web3 #Builders

[Vansh Bishnoi @vansh_web3]

I'm building in the Crypto World's Fair Hackathon, powered by @Colosseum!

https://t.co/3G1OrzLk4a

[Vansh Bishnoi @vansh_web3]

@KunikaKishore interested for the opportunity

[Vansh Bishnoi @vansh_web3]

Tastes good!

[Vansh Bishnoi @vansh_web3]

@LinkedInHelp @LinkedIn Please help me recover my account. It has been temporarily restricted for more than a year because LinkedIn says it detected that someone else might be accessing it.

I’ve repeatedly tried verifying my identity using my national ID through Persona, but the process simply does not work.

Please don’t send another generic “verify via Persona” response — I’ve tried it countless times. I’m the actual account owner and can provide any documentation needed.

I’m posting from a friend’s X account because I currently have no access to my own.

Account email: [email protected]

Please review my account manually and provide an alternative recovery process so I can regain access. I really need my account back at this point.

[Vansh Bishnoi @vansh_web3]

@Mohd_Danishtech interested i can work for you

[Vansh Bishnoi @vansh_web3]

🚀 Built an end-to-end Multilingual Voice RAG system for Hacker House Goa Task 2!

Team : FactorFlow
@vansh_web3 x @AkshadGujarkar x @ChaitanyaKewale

Supporting real-time English & Hindi audio queries with sub-200ms hybrid retrieval:

🎙️ STT: @SarvamAI Saarika
⚡ Retrieval: In-process Dense (HNSW) + Sparse (BM25) with RRF
🧠 LLM: @GroqInc LLaMA-3 (ultra-low latency synthesis)
🔊 TTS: Sarvam Bulbul for natural Hindi voice output
🛡️ Guardrails: Adversarial input filtering + groundedness verification (≥80% rejection accuracy)

Evaluated 4 chunking strategies (Passage-Native, Fixed-Size, Semantic, Hierarchical) on MSMARCO-XI.

🔗 Code & Docs: https://t.co/62ZAxtrNzx

Product Link : https://t.co/uRaxqvDTyn

Live Demo Link :- https://t.co/jD5Nbci278

BTS Link : https://t.co/GGrabMm2ci

#HackerHouseGoa #AI #BuildInPublic #RAG #MultilingualAI #OpenSource #RAGInGoa

[Vansh Bishnoi @vansh_web3]

@jonegptbc interested for the work

[Vansh Bishnoi @vansh_web3]

@hmm11x fucking critical thinking

[Vansh Bishnoi @vansh_web3]

@ayuxhtwt ⚔️⚔️

[Vansh Bishnoi @vansh_web3]

morning gang⚔️⚔️

[Vansh Bishnoi @vansh_web3]

Got my Devcon student approval 🇮🇳🔥

Now the real question:
Do I buy the ticket or protect my bank account? 😭

[Vansh Bishnoi @vansh_web3]

Some project ideas for SIH☠️

🟢 ISS — Easy
🟢 B2Bomber — Easy
🟢 TARS — Easy
🟡 Ultron — Moderate
🟡 Iron Man Suit — Moderate

[Vansh Bishnoi @vansh_web3]

@web3cluster interested
just dm you

[Vansh Bishnoi @vansh_web3]

Private Order Flow vs CoW 🧵

They both aim to reduce toxic MEV, but they solve the problem differently.

🔒 Private Order Flow
Your transaction is routed privately, away from the public mempool → fewer opportunities for searchers to exploit it.
🐮 CoW Protocol
You submit an intent → solvers compete in a batch auction → the best execution is chosen, while reducing opportunities for harmful MEV.

Simple way to remember:
Private Order Flow = hide the order

CoW = auction the intent

Both aim for better execution and less toxic MEV — just through different mechanisms.

[Vansh Bishnoi @vansh_web3]

CoW Protocol 🐮 is basically putting your trade in an auction instead of throwing it into the public mempool.

You sign an intent:
→ “I want to swap X for Y”
Solvers compete to find the best execution.
🤝 Batch auctions
🛡️ MEV protection
💰 Better prices

Instead of letting bots fight over your transaction,
let solvers compete to give you the best deal.
That’s the CoW 🐮

[Vansh Bishnoi @vansh_web3]

Started my Agentic AI journey today. 🤖

Going from understanding GenAI → AI Agents → Agentic AI, and learning how AI systems can reason, use tools, take actions, and work toward goals autonomously.

I’ll be sharing regular updates, what I learn, what I build, and the lessons along the way.

Day 1 starts now. 🚀

Follow along.

[Vansh Bishnoi @vansh_web3]

Private order flow is basically putting your trade in a VIP lane. 🛡️

Public mempool:
👀 Bots see your swap
🥪 Sandwich it
💸 Extract MEV from you
Private order flow:
🔒 Order stays hidden
→ Solver/builder gets it
→ Trade executes
→ Less toxic MEV exposure
You’re not eliminating MEV.
You’re making it harder for random searchers to exploit your order.

That’s the idea behind MEV protection.

[AksFi999 @AkshadGujarkar]

🚀Phase 1 of my Hookathon project { MRLV } DONE.
with @vansh_web3
MEV-Redistributive Liquidity Vault
MEV Detection 🕵️
↓
Dynamic Surcharge 📊
↓
RewardVault 💸
↓
LPScore 📜
↓
LP Rewards 😭

[Vansh Bishnoi @vansh_web3]

@nitesh_singh5 interested

[Vansh Bishnoi @vansh_web3]

🥪 Sandwich attacks hurt traders. ⚡ JIT liquidity attacks hurt long-term LPs.

The solution isn't to kill MEV — it's to make it work for the ecosystem.

→ Private order flow + slippage protection for traders
→ Detect abnormal swaps & JIT liquidity
→ Dynamic fees for toxic flow
→ Redistribute MEV value to long-term LPs
Protect traders. Reward sustainable liquidity. Make MEV pay the people who actually provide the liquidity. 🦄
#DeFi #MEV #Uniswap #Ethereum #Web3 #Liquidity #Crypto