Entity Recognition on Aircraft Data

• Client Project
• Tech Stack: Python, Data Analysis, Spacy, NLTK, Tensorflow, MySQL, RegEx, Pandas, Numpy, Microsoft Azure, Fastapi, Docker

1. Build Named entity recognition models from scratch to fetch Reference Number, Part Number, Aircraft Tail Name, Serial Number, Position, Stamp, and Page Details.

2. Performed experiments on the NLTK, Spacy, CRF, LSTM, and Bert models.