Aman Zishan
AI Engineer @ BlackThread technologies
Kozhikode, India
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Aman Zishan is an AI Engineer at Blackthread Technologies in London, where he builds AI-driven automation for enterprise supply chain risk management — from intelligent workflows and automated risk detection to supplier due diligence systems. He works across the full stack, with growing expertise in LLM integration, scalable API architecture, and cloud infrastructure including CI/CD pipelines, Docker, and Kubernetes. Aman brings hands-on experience deploying and operating AI systems in production enterprise environments. He's also a three-time mentor at HackMIT, MIT's largest global hackathon, where he supports the next generation of builders.
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Always-On Agents: Event-Driven, Long-Running AI on Amazon Bedrock AgentCore
Most "agents" today are request-response services in disguise — spin up, answer, die. In this hands-on workshop, you'll deploy a Mastra agent to AWS Bedrock AgentCore Runtime, then wire it into a real event source (CI, Slack, or webhooks) using signals — so it wakes, reacts, and stays alive across turns instead of resetting every call. Walk out with a working, event-driven agent running on IAM-scoped, container-isolated infrastructure, plus the patterns to take it to production.
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