🧠 Building on HF

Sriram Ramakrishnan PRO

sriram1983007

3 4 7

https://sriramramakrishnan.vercel.app/

AI & ML interests

Payments product leader (PayPal, Veem, Citizens). Building open safety checks for AI agents that move money. Interested in agentic payments, AI safety, stablecoins, translating modern ML capabilities into intuitive product solutions. Particularly focused on stablecoins, risk decisioning, predictive analytics for customer retention/personalization, conversational AI user experience, and establishing clear ROI metrics for enterprise AI tooling.

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🛡️ AI agents now pay with USDC through Circle and Coinbase AgentKit, and those payments are final. SRA-RiskGate checks the exact bytes before the agent signs. If this is useful for your agent, a ❤️ like on this https://huggingface.co/sriram1983007/SRA-RiskGate-4B page helps others find it. • Circle Wallets: `guard_circle_wallets()` wraps Circle's SDK. On Arc Testnet, a USDC payment went through, while an unlimited approve, an unknown payee and an unlimited permit never reached Circle. • Circle Gateway: batched x402 payments checked with their own 3–8 day window. A look-alike GatewayWallet and a 30-day signature were held. • Coinbase AgentKit: one action provider as the agent's only way to pay, with OFAC, limits and depeg checks before USDC moves on Base. • Also: EIP-7702 delegations, address-poisoning look-alikes, long-lived x402 signatures, self-vouching payment text. Backed by SRA-RiskGate-4B (unsafe approvals 34.6% → 0.47% on a 20k-case benchmark). `pip install "sra-riskgate[circle,agentkit]"` Model: https://huggingface.co/sriram1983007/SRA-RiskGate-4B Code: https://github.com/sriram1983007-dev/sra-riskgate Video: https://www.youtube.com/shorts/3OAEJKTi32s

updated a model about 1 hour ago

sriram1983007/SRA-RiskGate-4B-Q4_K_M-GGUF

updated a model about 1 hour ago

sriram1983007/SRA-RiskGate-4B-LoRA

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🛡️ AI agents now pay with USDC through Circle and Coinbase AgentKit, and those payments are final. SRA-RiskGate checks the exact bytes before the agent signs. If this is useful for your agent, a ❤️ like on this sriram1983007/SRA-RiskGate-4B page helps others find it.

• Circle Wallets: guard_circle_wallets() wraps Circle's SDK. On Arc Testnet, a USDC payment went through, while an unlimited approve, an unknown payee and an unlimited permit never reached Circle.

• Circle Gateway: batched x402 payments checked with their own 3–8 day window. A look-alike GatewayWallet and a 30-day signature were held.

• Coinbase AgentKit: one action provider as the agent's only way to pay, with OFAC, limits and depeg checks before USDC moves on Base.

• Also: EIP-7702 delegations, address-poisoning look-alikes, long-lived x402 signatures, self-vouching payment text.

Backed by SRA-RiskGate-4B (unsafe approvals 34.6% → 0.47% on a 20k-case benchmark).

pip install "sra-riskgate[circle,agentkit]"

Model: sriram1983007/SRA-RiskGate-4B
Code: https://github.com/sriram1983007-dev/sra-riskgate
Video: https://www.youtube.com/shorts/3OAEJKTi32s