Hey, I have extensive experience creating similar models. Here are a couple of my similar projects:
1) FinTech Application:
Description: This is a single solution to track, manage and pay credit bills.
- Data Flow Pipeline to get unstructured data like PDF, SMS, and emails from OLTP process, extracted using Optical Character Recognition.
- ETL to Transform extracted information and load to data warehouse.
Skills Used: Python, ML, Deep Learning (Optical Character Recognition), Table Extraction Algorithm, Data Visualization, Data Processing
2) Smart HR Management System (Emossy)
Description: Development of Resume Parser using Deep Learning and OCR for data extraction.
- The resume parser is an OCR (Optical character Recognition) based document parser which parses resumes in
pdf/docs etc. formats into plain JSON data with the following attributes (Name, city, profile name, mobile number, about me / summary, Years of experience, Latest experience, Designation, Company name, etc.).
- Detect cards by using object detection algorithms like YOLO.
- Extract Person information from Identity card such as Aadhar card and Pan card using OCR.
Skills Used: Python, Open CV, Image Processing, NLP (Spacy), Deep Learning (Neural Networks), TensorFlow.
Let me know and we can discuss things further in detail. Looking forward to hearing from you.
Best Regards
Navina