About Me
A goal-oriented professional with over 11 years of experience
in Machine Learning, Data Analytics, Image Processing,
Computer Vision and Artificial Intelligence
• Pivotal in the development of new analytics algorithms &
s...
Skills
Programming Language
Data & Analytics
Software Engineering
Web Development
Others
Database
Positions
Portfolio Projects
Company
Document Digitization- High resolution Document Classification and Handwritten Word Recognition
Role
Data Scientist
Description
Document Classification approach is state-of-the-art technique using deep convolutional neural networks and transfer learning. We used weights learned on ImageNet data using framework (VGG-16,19). Handwritten Word Recognition (HWR) consists of convolutional Neural Network (CNN) layers, recurrent Neural Network (RNN) layers and a final Connectionist Temporal Classification (CTC) layer
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Complaint Text Auto Classification
Role
Data Scientist
Description
The project is about categorize complaint text by bank customers in batches. Bank colleague are logging complaint in correct categories. Engine shall able to classify text in proper category so that bank will get to know in which area customer have complaints. Both unsupervised and supervised approach is used to categorize and classifying the complaints.
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NumPyCompany
Human Detection using IR Camera
Description
The project is about detection of human in restricted area in port site. Person is detected using machine vision based approach with thermal camera. System is working in real time. Project included many phases – Sensor selection, data collection, analysis, annotation, algorithm development (pre-processing, segmentation, machine learning classification and tracking), performance evaluation and system integration.
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Image Processing Machine LearningCompany
Mining Process Optimization
Description
The project is about constrained optimization of one of the process in mining industry to generate maximum revenue. Challenging part is to understand physics involved in the process. Implementation of mathematical model and finance model involved.
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Machine LearningTools
Matlab