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Senior Software Engineer with over 4.5 years of experience at Samsung R&D Institute Bangladesh, working on AI research, RAG systems, and software automation. Skilled in Python, FastAPI, Pydantic, Pandas, LLMs, embeddings, ChromaDB, and Ollama. Experienced in developing routing engines, detecting user intent, and improving search and retrieval systems. Worked on an internal RAG-based issue search system involving over a million records, with a strong focus on data privacy. Also prepared datasets for LLM fine-tuning. Have a research background in Machine Learning and Deep Learning, including LSTM, ANN, GRU, RNN, NLP, and time-series prediction. Experienced in building prototypes, debugging, testing APIs, evaluating models, and explaining technical concepts clearly.