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Hi there, I'm Swapnil Jikar 👋

Typing SVG

🚀 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).

✨ 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

🏆 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)

🌱 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.

💼 Experience

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

🎓 Education

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

📫 Let's Connect!

Swapnil Jikar's Projects

bentoml icon bentoml

Build Production-Grade AI Applications

cinematch icon cinematch

CineMatch leverages the power of Named Entity Recognition (NER) to analyze movie and TV show data, extracting key information like actors, directors, genres, and themes. It then utilizes this knowledge to provide highly personalized recommendations to users, helping them discover hidden gems and new favorites.

datachat icon datachat

The chatbot, powered by LangChain and Ollama, will understand the questions, formulate queries, execute them, and present the results in a user-friendly format.

lance icon lance

Modern columnar data format for ML and LLMs implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, with more integrations coming..

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