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About Me
Seasoned developer with 8 years hands-on development experience and leading teams. Adept at reviewing plans and implementing highly scalable, multi-platform & cloud applications. Achievements include high throughput low latency document conversion an...
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Portfolio Projects
Description
- Implementation of Tiny Yolo for human and vehicle detection @ 26FPS with 15 classes on Raspberry Pi and Intel Compute Stick 2.
- Scene Understanding and automatic visual compensation for non-ideal environmental conditions – Fog, Dust, Day and Night.
- Video Tagging for fast video retrieval using search by tags
Description
- Document Image Analysis - Enhancement, Detection and OCR of complex unstructured/structured text and graphical scanned documents.
- Text Detection and Recognition with Image reconstruction and extraction of tables, Automatic Page Layout Detection.
- Replaced manual comprehension of documents with automatic, usingimage processing and machine learning techniques, boosting theproductivity from 7500 ppm to 1.5L ppm.
- Financial Statement Forensics – Fraud
- RESTful API Programming for Unix server and integration in a micro-service architecture and Kafka Queues.
- NLP - Dictionary lookup and correction of OCR results, Transactional Narration Classification into 26 buckets
- Optimized code for performance and footprint, considering advantages of h/w platform using multi-threading at loop levels with data flattening techniques