Sagnik Mukherjee
Data Scientist at Innovation Labs @ICICI Bank
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WORK HISTORY
Data Scientist at Innovation Labs @ICICI Bank
Mumbai, IN
Engineered a fraud detection system using Tarjan\'s algorithm for money laundering pattern detection with MongoDB caching, integrated RASA chatbot utilizing DFA for conversational state management via Flask microservices.Developed a comprehensive financial advisory platform leveraging LangChain RAG with ChromaDB vector store and Hugging Face embeddings, achieving 92% recommendation accuracy through Flask microservices.Built enterprise knowledge base chatbot by fine-tuning LLaMA 7B model with conversational RAG and custom state management, processing 10K+ daily queries at 95% accuracy via Flask backend.
EDUCATION
National Institute of Technology, Tiruchirappalli
Bachelor of Technology - BTech
ABOUT SAGNIK MUKHERJEE
As a professional with a strong focus on effective communication, leadership, and…
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