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customer_churn_prediction's Introduction

Hi there, I'm Swapnil Jikar ๐Ÿ‘‹

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๐Ÿš€ About Me

I'm a passionate data scientist and NLP engineer with a proven track record of building impactful AI solutions. I thrive on transforming raw data into actionable insights and creating intelligent applications that leverage cutting-edge techniques like large language models (LLMs).

โœจ Key Skills & Interests

  • Data Science & ML: Data Analysis, Visualization, Machine Learning, Predictive Modeling
  • NLP & AI: Large Language Models (LLMs), LangChain, Information Retrieval, Natural Language Processing
  • Languages & Tools: Python, SQL, Scikit-learn, Keras, Transformers, Pandas, NumPy, SciPy, Matplotlib, NLTK, SpaCy, PyTorch, TensorFlow, Streamlit

๐Ÿ† Featured Projects

  • DataChat: A conversational data analysis tool that allows users to query their datasets using natural language. (Python, LangChain, Ollama, Streamlit, Pandas)
  • English-to-Spanish Machine Translation App: A real-time translation app achieving a BLEU score of 22.96. (Python, PyTorch, Hugging Face Transformers, Streamlit, Docker)
  • RAGtime (In Progress): A hybrid search/question answering system combining semantic and keyword retrieval. (Python, NLP, Hugging Face Transformers, Langchain, Pinecone)

๐ŸŒฑ Learning & Growth

I'm constantly seeking new challenges and opportunities to expand my knowledge in the ever-evolving world of data science and AI. I'm particularly interested in:

  • LLM Applications: Exploring innovative uses of large language models beyond traditional NLP tasks.
  • Responsible AI: Developing AI solutions that are fair, transparent, and ethical.

๐Ÿ’ผ Experience

  • Artificial Intelligence Intern: Greenie Web (Remote, Singapore) | Nov 2023 - Apr 2024

๐ŸŽ“ Education

  • B.Tech. in Electronics & Tele-Communication Engineering: St. Vincent Palloti College of Engineering & Technology, Nagpur University | 2022

๐Ÿ“ซ Let's Connect!

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