Actuate
Real-time multi-agent runtime that executes arbitrary tasks, enabling pay-per-action tool use via x402 and a live observability dashboard.
Arjun K. Iyer
I buildfor production.
I'm a junior at UMD majoring in Computer Science and Mathematics, building AI systems and cryptographic infrastructure for quantum-era security.
Projects
Selected Systems and Products
MediCall
Multilingual real-time voice AI that routes patients to in-network care using insurance-grounded retrieval and automated scheduling workflows.
ResQ
Emergency dispatcher training simulator that runs live call scenarios and generates automated coaching feedback from transcript analysis.
Amulet
Wearable multimodal caregiving assistant that learns patient-specific routines from egocentric audio/video and guides caregivers in real time.
Go Go Gadget
High-performance UCI chess engine with optimized search, pruning, and parallel execution for fast, strong analysis.
AI/ML Club Platform
Internal platform + resume scanner/scorer to streamline applicant workflows.
Conference Ops Site
Event web infrastructure for registrations and conference communication.
Product Intelligence Sandbox
Analytics tooling with AI-assisted insights and source-traceable outputs.
- Actuate: Real-time multi-agent runtime that executes arbitrary tasks, enabling pay-per-action tool use via x402 and a live observability dashboard.
- MediCall: Multilingual real-time voice AI that routes patients to in-network care using insurance-grounded retrieval and automated scheduling workflows.
- ResQ: Emergency dispatcher training simulator that runs live call scenarios and generates automated coaching feedback from transcript analysis.
- Amulet: Wearable multimodal caregiving assistant that learns patient-specific routines from egocentric audio/video and guides caregivers in real time.
- Go Go Gadget: High-performance UCI chess engine with optimized search, pruning, and parallel execution for fast, strong analysis.
- AI/ML Club Platform: Internal platform + resume scanner/scorer to streamline applicant workflows.
- Conference Ops Site: Event web infrastructure for registrations and conference communication.
- Product Intelligence Sandbox: Analytics tooling with AI-assisted insights and source-traceable outputs.
Technical Focus
What I'm Thinking About
Current Focus
Building systems that can act, pay, verify, and adapt under real-world constraints.
I'm interested in the runtime layer for autonomous systems: how agents discover capabilities, pay for them, use them safely, and remain observable while they act.
- Agent-native capability markets
- x402 / HTTP 402 pay-retry systems
- Guardrails as a control layer
Contact
Get in touch.
If you have a question, opportunity, or idea, send a note and I'll get back to you.