AI/ML professional with hands-on experience building Generative AI and Agentic AI systems for enterprise use cases. Designs and evaluates AI architectures, develops Retrieval-Augmented Generation (RAG) pipelines, and orchestrates multi-agent workflows using LangGraph and LLMs. Combines strong Python, NLP, and cloud skills (Azure, GCP) to turn business needs into scalable, production-ready solutions. Researches emerging AI technologies and recommends practical, compliance-aware approaches that drive measurable innovation.
Designed LangGraph agent workflows (Planner, Research, RAG, Analysis, Report) for multi-step reasoning and structured report generation on complex topics. Implemented Retrieval-Augmented Generation (RAG) with ChromaDB vector embeddings to ground LLM responses in enterprise knowledge sources. Built FastAPI backend services and a modular agent architecture that supports scalable deployment and easy integration with Azure OpenAI. Automated citation-backed summarization and source tracking, delivering actionable recommendations alongside each generated report.
Built a real-time facial recognition pipeline using OpenCV and deep learning, cutting average verification time from 10 seconds to under 3 seconds. Implemented face detection, feature extraction, and identity verification components with optimized image processing for better throughput. Improved recognition accuracy by tuning model parameters and preprocessing steps, enabling reliable performance across varied lighting conditions.
Developed a text classification system that uses Named Entity Recognition (NER) for entity extraction and feature engineering, achieving over 90% accuracy. Designed an NLP pipeline that reduced document processing time by approximately 30% while improving automated categorization and information extraction. Enhanced downstream search and analytics capabilities by integrating extracted entities directly into the classification workflow.
Earned Gold Medal for academic excellence in science and mathematics, demonstrating strong analytical and problem-solving abilities.
Placed second in an international classical dance competition, requiring discipline, precision, and performance under pressure.
Completed formal training in Indian classical dance forms, building focus and dedication through years of practice.