👋 Hi, I’m Kuntal
🌱 I’m an AI Engineer with a Ph.D. in Physics, building production-grade LLM systems and agentic infrastructure. My work focuses on designing multi-agent systems, retrieval pipelines, and real-time AI workflows that integrate LLMs, tools, and structured data into scalable, low-latency systems.
⚙️ I’ve built end-to-end systems including agent orchestration layers, task pipelines, vector retrieval systems, and conversational interfaces, with a strong focus on reliability, latency, and system design. My background also includes multimodal learning (audio + text) and large-scale ML systems.
🧠 More broadly, I bring a research-driven and iterative approach to problem-solving, quickly ramping up on new domains and applying insights from recent research to practical systems. I prioritize rapid experimentation and validation, enabling me to deliver impactful results across both research and production environments.
💡 I’m currently exploring AI/ML roles focused on agentic systems, LLM infrastructure, and scalable AI platforms, where I can contribute to building end-to-end systems that go beyond single-model applications.
🛠️ Tech stack: Python (async), PyTorch, FastAPI, PostgreSQL, Redis, vector databases, LangChain/LangGraph, Cloud Run, GCP
📫 Feel free to reach me at kuntal.beehiveai@gmail.com
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