Karan is a AI/ML Engineer with 5+ years of experience in building and deploying machine learning and Generative AI solutions. He has a strong focus on LLM-based applications and RAG pipelines, showcasing his expertise in designing scalable AI systems.
Built and deployed LLM-based applications using Azure AI services.
Designed RAG pipelines for enterprise use cases across structured and unstructured data.
Implemented monitoring and MLOps practices for reliability in AI solutions.
Collaborated with product and engineering teams to deliver production-ready solutions.
Hands-on production GenAI / RAG + FAISS
Document AI + OCR + Spark SQL exposure
Overview: Developed a scalable system for multi-format document ingestion and semantic search using FAISS. Responsibilities: Built FastAPI-based services to productionize the solution and enabled AI-driven automation for content generation and enterprise knowledge retrieval.
Overview: Extracted structured insights from unstructured documents using OCR and AI services. Responsibilities: Built scalable transformation pipelines using Spark SQL.
Designed a Predictive Inventory Optimization System utilizing ML models for demand forecasting and inventory planning. This system provided actionable insights that improved operational efficiency and decision-making processes within retail logistics.
Karan
AI/ML Engineer