Challenge :
Our Client had issues in creating a NLP information retrieval model that extracts semantically similar data.
Solution :
- Developed a NLP Information Retrieval model that extracts semantically similar data(LSTM, Word2Vec).
- Built ML360 that does automatic EDA, plots, feature selection with dimensionality reduction (LightGBM).
- Built Question Answering model for financial documents and deployed in cloud (AZURE).
- Designed a Image Processing pipeline for drone images and deployed the model using FLASK
- Built an Online Class Monitoring tool with Face Recognition to capture Attendance & Attentiveness
Outcome:
Developed a NLP Information Retrieval model that extracts semantically similar data(LSTM, Word2Vec).