LAKSHAN MURUGANANDAM@lakshanmuruganandam
1
Events attended
1
Submissions made
India
5+ years of experience
About me
Extensive hands-on experience building AI agents and agentic systems end-to-end. Built a persistent multi-agent "AI company" with Letta + LiteLLM orchestrating specialized agents for long-running autonomous work. Developed Onyx AI, an AI-powered mock interviewer with conversational evaluation. Created recon-skill, an AI-triaged attack surface discovery tool that combines Subfinder + Nuclei with LLM-based triage to produce prioritized security reports. Shipped aicall, a fully offline Android AI call answerer combining Whisper STT, Gemma 1B local LLM, and Piper TTS. Currently building a next-generation AI agentic framework for orchestration — focused on multi-agent coordination, memory persistence, tool use, and adaptive planning — designed to outperform existing platforms. Also built CyberForge, a native macOS cybersecurity toolkit. Comfortable across the full stack: local LLM inference, RAG pipelines, agent memory systems, prompt engineering, and production deployment. Always shipping — builder across energy, AI, security, robotics, and web (IIT Delhi AD + IIT Madras BS).
🤝 Top Collaborators
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🤓 Latest Submissions
BandOps: Regulated Multi-Agent Command Center
When a commercial jet breaks down on the tarmac (an Aircraft on Ground or AOG event), it costs the airline roughly $15,000 every single minute it remains unfixed. Resolving an AOG crisis requires immediate, flawless coordination between Engineering, Supply Chain, Flight Ops, and FAA Compliance. Today, these departments operate in siloed systems, communicating via fragmented phone calls, emails, and whiteboards. The result? Hours of cascading delays, massive financial losses, and significant regulatory compliance risks. Enter BandOps. BandOps is a secure, cyber-physical Multi-Agent Command Center that replaces human silos with an orchestrated swarm of six specialized AI agents. We built a beautiful, glassmorphism-powered War Room where agents (including a Line Mechanic, Logistics Manager, Flight Ops Dispatcher, FAA Compliance Auditor, Crew Scheduler, and an AOG Commander) collaborate in real-time to solve the crisis. Band is the critical interoperability layer that makes this possible. We used the Band API to forge a zero-trust mesh where agents—regardless of the underlying framework they were built in—can share context, debate, and formulate a compliant resolution. Our FAA Compliance agent acts as an adversarial auditor, constantly challenging the other agents to ensure regulations are never breached. Crucially, BandOps enforces Human-in-the-Loop (HITL) oversight. The agents analyze the fault and locate parts globally in seconds, but the AOG Commander synthesizes their debate and presents a final recommendation to a human operator for approval. Using Band's architecture, this entire debate and the final human decision are cryptographically logged to an immutable audit trail, providing the flawless traceability required by aviation regulators.
19 Jun 2026
