groupsA Peer-Verified Ecosystem

Hire for Capability, Not Just History.

A peer-reviewed network where top talent showcases agency, and recruiters find verified builders through real-world artifacts.

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Industrial IoT Data Pipeline

Edge ComputingGCP Pub/SubBigQuery

"Built a high-throughput pipeline connecting 50+ on-site sensor nodes via custom MQTT brokers to a GCP architecture. Implemented edge-side preprocessing to reduce cloud ingestion costs and structured for real-time ML in BigQuery."

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Verified by
John, Alice & 3 others

John ·"Incredible focus on performance. His edge-side filtering reduced data latency by 45% and slashed GCP egress costs."

Alice ·"The bridge between raw sensor payloads and BigQuery schemas was masterful. Enabled training within days."

verified PEER-VETTED SIGNAL

Beyond the Resume

Traditional CVs are outdated. They capture where you've been, but not what you're capable of. We focus on the artifacts and actions that define your professional value.

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Project Artifacts

Showcase actual code, architecture diagrams, and product specs you've built.

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Real-world Agency

Demonstrate your ability to take initiative and solve complex, ambiguous problems.

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Peer Endorsements

Get vouched for by the people who have actually worked alongside you in the trenches.

Peer-Verified Signal

Instead of self-claims, skills are validated by the people you've actually built with. Look for the badge that actually means something.

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Artifact Hooking

Endorsements are tied to cryptographically verified GitHub PRs and Figma files, proving exactly what you delivered.

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Proof-of-Agency

Capability badges are minted only after 3 independent peer reviews confirm high-initiative artifact delivery.

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Domain Weighting

Signals carry logarithmic weight based on the reviewer's own verified contributions in that specific domain.

The Agency Showcase

Focus on potential and problem-solving. Show the world what you can do next, not just what your title was.

Distributed Systemsarrow_outward

Zero-Knowledge Settlement Pipeline

Architected a ZK-proof verification pipeline for multi-chain settlement, reducing gas costs by 60% while maintaining atomic finality across L2s.

Verified by 3 peers at
AI/ML Agencyarrow_outward

Autonomous Agent Support Fleet

Developed a swarm of LLM-based agents that self-resolve L1 support tickets, achieving 85% automation with strictly typed output validation.

Verified by 2 peers at
Real-time Dataarrow_outward

Graph-based Fraud Fingerprinting

Engineered a low-latency graph processing system to detect sybil attacks in p2p networks, processing 100k events/sec with <5ms p99 latency.

Verified by 5 peers at

Recruiter Intelligence

High-fidelity signals on candidate capability. We reduce hiring risk by replacing "vibes" with peer-vetted data points.

analyticsAI Signal Enrichment

Our LLM agents parse cross-peer feedback to extract latent capabilities, identifying top 1% outliers before they hit the open market.

insightsPredictive Scoring

Replace "basic intuition" with multi-dimensional capability scores derived from historic high-throughput artifact delivery.

Verified
Top Capability
Systems Design
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Build the Proof of Your Life's Work.

We're currently in private beta testing. Secure your spot to start building your high-trust professional network.

Currently in private beta testing