Vikrant S.

Vikrant S.

Machine learning engineer

Hyderabad , India

Experience: 3 Years

Vikrant

Hyderabad , India

Machine learning engineer

13714.3 USD / Year

  • Immediate: Available

3 Years

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About Me

I am machine learning engineer, having a work experience of 3 years in NLP/computer vision with master degree from IIT . I have experience of building end to end ml pipeline for product.

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Portfolio Projects

Conversational interactive Persona based Chat-Bot

Company

Conversational interactive Persona based Chat-Bot

Role

Machine Learning Engineer

Description

A chat-bot has been developed to provide an interactive conversation with user with capabilities of understanding, context and generation of
responses with state-of-the-art model BERT.

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Topic Modeling

Company

Topic Modeling

Description

A model has been developed to find out the hidden topics present in the
document (GSD raised by employee) in a dataset of IT related query.
LSA, LDA, LDA2VEC approach has been used.

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Skills

Deep Learning

Extractive Text summarization

Company

Extractive Text summarization

Description

A model has been developed to generate a extractive summary of a given document using page-rank algorithm

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Tools

pytorch

Intelligent Character Recognition (ICR)

Company

Intelligent Character Recognition (ICR)

Description

A model has been developed to process forms like structure and identify
the handwritten words in it. Problem is tackled in two ways: constraint
form (separated letters) and unconstraint form (free form). Capsule net-
work and Autoencoder is used in process. Some of data is generated
using DCGAN. Model is giving 88?curacy over constraint forms. In
unconstraint, we have used LSTM–CTC architecture with the accuracy of 73.

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Tools

pytorch

Search based recommendation

Company

Search based recommendation

Description

A search engine pipeline is developing to collect data, index, rank the
page and utilizing it to provide better recommendation for a particular
search query.

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Tools

pytorch