Technical Lead
CurrentPython: Image Data Extraction: Developed a custom object-oriented framework for image data extraction, enabling efficient and modular image processing. Utilized libraries like NumPy and Pandas for image pre-processing, data manipulation, and analysis. Transformed extracted data into various formats (JSON, Excel, text, XML, YAML, etc) for seamless integration and utilization. APIs and Data Processing: Constructed a robust Django application and DRF endpoints for running data extraction processes 24/7. Created a user-friendly API for on-demand extraction tasks. AI and Machine Learning: Leveraged pre-trained models and Label Studio for training custom object detection and OCR models with bounding boxes, enhancing data extraction accuracy. Integrated these models seamlessly into the existing Python framework for streamlined data processing. Employed Named Entity Recognition (NER) techniques using various NER models to categorize text data effectively based on specific use cases. Key Achievements Reduced data extraction processing time using the custom object-oriented framework. Developed an API that streamlined data extraction for Client, resulting in increased efficiency. Implemented NER to extract information, improving customer service accuracy.