Chetan P.

Chetan P.

12 years expertise in Machine learning, NLP, computer vision, deep learning based projects.

Pune , India

Experience: 12 Years

Chetan

Pune , India

12 years expertise in Machine learning, NLP, computer vision, deep learning based projects.

68571.5 USD / Year

  • Notice Period: 60 Days

12 Years

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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...

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Portfolio Projects

Document Digitization- High resolution Document Classification and Handwritten Word Recognition

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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Tools

NumPy PyCharm

Complaint Text Auto Classification

Company

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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Tools

NumPy

Complaint Propensity

Company

Complaint Propensity

Description

The project is about predict customer who is going to complaint in coming 7 days based on his transactions and communications from bank.

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Tools

NumPy spark

Human Detection using IR Camera

Company

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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Mining Process Optimization

Company

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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Tools

Matlab

Template free attribute extraction from scanned documents

Company

Template free attribute extraction from scanned documents

Description

There are many types of documents (like Invoices) from different vendors with differnet template. Requirement is to extract the attibutes from this documents.

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Tools

Teseract NumPy