Gauri Khanolkar
Experience Team at Capture The Flame
Based in Chicago, United States
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Seniority
Staff
Department
Advertising & Marketing
Location
Chicago
Industry
Computer and Network Security
Company size
9
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Background
About Gauri Khanolkar
I’m passionate about building intelligent NLP systems that combine the power of vector search and large language models to deliver meaningful, context-aware answers. Recently, I developed a Retrieval-Augmented Generation (RAG) pipeline using FastAPI, Hugging Face transformers, Qdrant vector database, and Ollama’s SmolLM. This system ingests documents, encodes them into vectors for efficient similarity search, and generates precise responses by leveraging contextual information retrieved from the database.My project showcases my skills in modern NLP architectures, microservice orchestration, and practical application of embedding-based search and language models to solve real-world knowledge retrieval challenges. I enjoy bridging the gap between cutting-edge research and deployable engineering solutions.
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