Advithi Alva

AI/ML Intern

Talent

BengaluruMember since July 14, 2026

PythonRAGLangChainFAISSHuggingFace EmbeddingsYOLOv8MoBiLSTMFastAPIFlaskNext.jsNode.jsTensorFlowPyTorchOpenCVSocket.IOMongoDBGoogle Cloud

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PythonRAGLangChainFAISSHuggingFace Embeddings

About

Developed an AI-powered call automation and sales intelligence platform, using LiveKit, Gemini, LangChain, and FastAPI, supporting real-time interactions with automated lead handling. Built and optimized a RAG pipeline using FAISS and HuggingFace embeddings, indexing 500+ documents and achieving 90%+ query relevance through metadata-aware chunking and dynamic knowledge base synchronization. Designed modular backend and knowledge base workflows with session memory and automated embedding refresh, reducing conversational latency by 25%.

Experience

AI/ML Intern - RDL Technologies Pvt. Ltd.

Mangaluru

(2026-01 - 2026-05)

Developed an AI-powered call automation and sales intelligence platform, using LiveKit, Gemini, LangChain, and FastAPI, supporting real-time interactions with automated lead handling.
Built and optimized a RAG pipeline using FAISS and HuggingFace embeddings, indexing 500+ documents and achieving 90%+ query relevance through metadata-aware chunking and dynamic knowledge base synchronization.
Designed modular backend and knowledge base workflows with session memory and automated embedding refresh, reducing conversational latency by 25%.