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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Development Tools
Data & Analytics
Software Engineering
Programming Language
Database
Web Development
Others
Positions
Portfolio Projects
Company
Conversational interactive Persona based Chat-Bot
Role
Machine Learning Engineer
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.
Skills
Deep LearningTools
Python pytorch Jupyter NotebookCompany
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.
Tools
pytorch