About Me
Hi ,
I hold around 5.5 years of experience in the area of computer vison and nlp problems using machine and deep learning. I'm also resposible for exposing API for these models to be integrated with the product.
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Skills
Data & Analytics
Programming Language
Software Engineering
Mobile Apps
Others
Web Development
Operating System
Database
Development Tools
Positions
Portfolio Projects
Company
Oil & Gas Well Log & Seismic Document Analytics
Description
Cropping region of interest i.e. the well log headers from well logs and seismic data using CNN & Transfer learning technique. Extracting Meta Data from cropped headers using ABBY OCR & Custom Fuzzy Logic
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Keras Python OCR Algorithms Deep LearningTools
Jupyter NotebookCompany
Meta Data Extraction from Insurance Policy
Description
Extracting Meta Data/Entities & Tables from Insurance Policy using LSTM-CNN.
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Keras LSTM Deep Learning Machine LearningTools
Jupyter NotebookCompany
Ticket Classification & Auto Assignment in IT Operations
Description
Label & category discovery of an IT tickets, transforming unsupervised problem to supervised, embracing active learning within the pipeline. Classification of IT Tickets using LSTM. Designed Auto Assignment Framework for auto allocation of an IT Ticket. Architected complete AI pipeline along with the product.
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Keras Deep Learning Machine Learning PythonTools
Jupyter Notebook