Amit Kumar

About Amit Kumar

I’m a Senior Data Scientist specializing in Agentic AI systems—designing and deploying multi-agent architectures that can reason, act, and autonomously execute real-world workflows.My current focus is building production-grade AI agents and multi-LLM orchestration, enabling browser-level automation, functional testing, and tool-driven decision making.What I do best- Architect multi-agent systems with clear reasoning, tool use, and memory design- Orchestrate multiple LLMs (OpenAI, Gemini, Claude, Bedrock, Open-source) for task-optimal execution- Build browser-aware agents using Playwright + MCP for real web interaction- Design short-term and long-term memory using vector databases- Deliver production-grade AI with strong guardrails, monitoring, and engineering disciplineI bring strong fundamentals in Computer Vision and classical ML, which allow me to design Agentic AI systems with practical grounding and production reliability. My strength lies in turning GenAI into reliable systems, not demos—following PEP8, Sonar, and CMMI standards for scalable deployment.

Experience

1. Senior Data Scientist Agentic Ai

   GlobalNodes

   Jul 2025 — Present · Gurugram, IN

   Leading the design of an Agentic AI platform for autonomous reasoning, browser automation, and AI-driven testing workflows- Designed and implemented a multi-agent conversational system using LangGraph and LangChain with supervisor-worker architecture- Orchestrated multi-LLM execution across OpenAI, Gemini, Claude, AWS Bedrock, and open-source models to optimize accuracy and cost- Integrated Playwright via MCP to enable autonomous browser actions such as navigation, form filling, and validation- Designed vector-based short-term and long-term memory for multi-turn context persistence- Established guardrails, reasoning boundaries, and tool-selection logic for production reliability.

Education

• Meerut Institute of Engineering and Technology(MIET)

  Bachelor of Technology - BTech, Computer Science

  2018