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The network for creativity
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Creatives on Contra have earned over $150M and we are just getting started
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Thank you so much for Margadarsi Infra for this opportunity🎉
Intelliflow build entire Digital platform for Margadarsi Infra #realestate business.
Where Intelliflow Built the
Public website
Lead Management system
Dedicated Channel partner portal
#websitedesign #websitedevelopment #webapplication #softwaredevelopment
#CRMdevelopment
Its a wow design!
OneVerse AI OS is coming ...under development, will change the original world
I built ProofFace a visual provenance & content verification engine in Rust
I have been building ProofFace an end-to-end visual provenance and content verification engine built in Rust.
The idea is simple:
Finding an image online doesn’t prove that it’s authentic, original, or unchanged.
So I built a verification pipeline that goes from:
📸 Image input
→ 🧠 Neural face detection
→ 🔎 Web visual discovery
→ 🧬 Biometric similarity
→ 🔐 Deterministic SHA-256 fingerprinting
→ ⛓️ Polygon Amoy blockchain proof
→ ✅ Verification result
Some of the things I worked on:
• ONNX-based face detection
• 128-dimensional biometric embeddings
• Presentation attack detection
• Parallel visual candidate evaluation
• Cosine similarity matching
• RFC 8785 JSON canonicalization
• SHA-256 content fingerprinting
• Polygon smart-contract integration
• Automated unit & integration testing
The project currently has 30 passing tests.
What I enjoyed most was bringing several different areas together computer vision, Rust systems programming, cryptography, and blockchain into one reproducible verification workflow.
Would love to hear what you’d improve or add to a system like this.
