Aaditya Bansal

About Aaditya Bansal

I am a 1-year experienced AI Engineer specializing in Generative AI, Large Language Models (LLMs), and multi-agent systems, focused on building intelligent automation solutions that connect AI with real business workflows.My work involves designing and deploying LLM-powered applications, AI agents, and data-driven automation systems using LangChain, LangGraph, OpenAI APIs, MongoDB, FastAPI, and cloud platforms. I focus on creating practical AI systems that go beyond chat interfaces and integrate seamlessly with databases, APIs, and enterprise tools.I developed a multi-agent MongoDB AI Chatbot that converts natural language into MongoDB queries and aggregations. The system was built with structured AI memory layers:• Procedural memory – for schema-aware reasoning and tool execution• Contextual memory – for session awareness and conversation continuity• Episodic memory integrated with RAG – enabling the agent to retrieve knowledge and learn from past interactions to continuously improve accuracyThe platform was optimized using prompt caching, schema-aware prompting, and token analytics, containerized with Docker, and deployed on AWS EC2 for scalable real-time usage.I have also worked on an AI Calling Agent, integrating LLMs with conversational workflows to automate voice interactions, appointment handling, and customer engagement. In addition, I have implemented workflow automation pipelines using n8n, Zapier, Google Forms, and Gmail APIs, enabling end-to-end process automation and reducing manual operational effort.Core Technical Expertise:• Multi-Agent AI Systems & Orchestration• LangChain, LangGraph, and LLM Agent Frameworks• Retrieval-Augmented Generation (RAG)• Conversational AI & Prompt Engineering• Workflow Automation – n8n, Zapier, API Integrations• Secure AI Design with Role-Based Access Control• Context & Memory-Driven AI Agents• Python, FastAPI, MongoDB• Docker and AWS EC2 Deployment• Token Optimization & Performance TuningI enjoy working at the intersection of AI, backend engineering, and automation—building systems that reduce manual effort, improve efficiency, and enable smarter decision-making.If you’re working on GenAI applications, AI agents, or intelligent automation solutions, feel free to connect. I’m always open to learning, collaborating, and contributing to impactful AI projects.

Experience

1. Data Scientist

   JGS Jaipur Global Services Pvt Ltd

   Feb 2026 — Present · Jaipur, IN

Education

• Parishkar College of Global Excellence, Jaipur

  BCA, Data Science

• Parishkar College of Global Excellence, Jaipur

  Master of Computer Applications - MCA, Computer Science