Pawan Nagarwal

About Pawan Nagarwal

As an AI/ML Engineer with three years of experience, I specialize in building intelligent, scalable, and impactful AI systems tailored to solve complex challenges. My expertise lies in designing and deploying advanced models and solutions across domains, leveraging state-of-the-art technologies such as large language models (LLMs), Retrieval-Augmented Generation (RAG), agentic AI, etc.Key Highlights- High-Accuracy Models: Delivered models with up to 95% accuracy for healthcare and education domains- Multi-Agent AI System: Developed a multi-agent AI system integrating web search and financial analysis capabilities. Utilized advanced AI models and tools, including Groq, YFinanceTools, and DuckDuckGo, to create autonomous agents for comprehensive information retrieval and analysis. This project exemplifies expertise in LLMs, RAG, and agentic AI, demonstrating the ability to build intelligent, scalable, and impactful AI solutions- Conversational AI: Built advanced chatbots and real-time question-answering systems using RAG frameworks- End-to-End Deployment: Deployed AI models and applications at scale using Kubernetes and Docker, ensuring performance and reliability in production environments.Core Competencies- Large Language Models (LLMs) and Multimodal AI- Agentic AI Systems- Retrieval-Augmented Generation (RAG)- OpenAI, LangChain, AutoGen, phidata, langflow, llama, etc- Cloud Infrastructure and Containerization (Kubernetes, Docker)I am driven by a passion for advancing AI capabilities to solve real-world problems, optimize workflows, and empower decision-making. My work is defined by a commitment to delivering robust, efficient, and transformative AI solutions.

Experience

1. Senior Ai Ml Engineer

   Sarvika Technologies

   May 2023 — Present · Jaipur, IN

   As an AI/ML Engineer, I have delivered innovative AI solutions across diverse domains, combining technical expertise with a focus on impactful results. Highlights of my key contributions include- Automated Grading System: Applied advanced feature engineering and fine-tuned cutting-edge NLP models, including BERT and GPT-3.5 Turbo, achieving up to 90% accuracy and deployed the solution using Docker and Kubernetes for scalable, efficient, and seamless access- AI-Powered Question-Answering System: Engineered an intelligent chatbot utilizing LangChain, Qdrant, and GPT-3.5 Turbo, offering precise and responsive answers to user queries. Enhanced accessibility with speech-to-text capabilities and deployed the system on a Kubernetes cluster with Docker for scalability and portability- AI Powered Course Generation: Designed an AI-powered system leveraging GPT-4o to generate customized, structured learning courses tailored to user preferences, addressing diverse educational needs effectively- Healthcare Automation: Built models capable of extracting and processing critical health data, such as readings from medical devices and medicine details from prescriptions, achieving up to 95% accuracy. These solutions streamlined healthcare workflows and enhanced operational efficiency.My expertise lies in building, fine-tuning, and deploying advanced AI/ML systems to solve complex problems while ensuring scalability, accuracy, and user-centric design.