Vishal Rana

About Vishal Rana

I’m an AI Engineer passionate about building intelligent scalable AI systems. My experience spans from business strategy - market research and competition analysis - to system design and architecture, giving me a unique ability to bridge product vision with engineering execution.I’ve architected a distributed multi-agent system deployed as microservices, enabling end-to-end web app generation from user prompts. Leading a 6-member engineering team, I designed the system for scalability with Kafka for async workflows, gRPC for low-latency communication, and custom MCP tools for sandboxing.Another highlight of my work is an AI-driven verification platform that reduces and replaces human involvement in verification tasks. I designed the system architecture, built APIs with Django REST Framework, and used UML-driven design to integrate LLMs, GenAI, and Reinforcement Learning into a scalable pipeline.My expertise in LLMs and prompt engineering includes Zero/Few-shot learning, Chain/Tree-of-Thought, RAG, and multi-step reasoning. I also built an Auto Prompt Engineering framework with Siamese networks, FAISS, and reflection mechanisms for continuous improvement. Beyond NLP, I’ve worked on Computer Vision and Deep Learning projects like object detection, image classification, and human pose estimation - improving accuracy from 94% to 98% using embedding vector analysis and transfer learning.What drives me is creating AI systems that solve scientific, societal, and real-world problems. I’m always open to connecting with researchers, engineers, startup founders, product builders, and innovators across domains who share the vision of building.

Experience

1. Ai Engineer

   Quantanite

   Sep 2025 — Present · Mumbai, IN

Education

• University of Mumbai

  Bachelor of Engineering - BE

• Maharashtra State Board of Technical Education

  Diploma