Krishnansh Aggarwal

I’m an AI/ML-focused B.Tech student in Computer Science and Engineering, building systems that align intelligent agent workflows with real-world constraints. At Amity University Punjab, I collaborated with faculty mentors to ensure multi-agent logic matched standardized clinical guidelines and academic healthcare benchmarks.

I implemented feedback-driven improvements to a CNN-based pneumonia detection model, prioritizing reduced false negatives to improve triage safety. I also communicated project progress and final outcomes to department heads, explaining how multi-agent architectures strengthen healthcare automation.

I deepen my practice through agentic AI training and hands-on projects—designing autonomous task agents and OpenAI-powered apps using tools like OpenAI Agents SDK, Crew AI, LangGraph, and Autogen. From an agent-based healthcare triage system to an autonomous multi-agent trading floor with MCP servers and tool-rich orchestration, I focus on end-to-end automation, modular design, and measurable results.