About Me
I have good experience in NLP domain of Machine Learning. That is my core area of interest. I also have knowledge and experience in Deep Learning domain and I have worked on Computer Vision projects as well.
I recently worked on a Langua...
I recently worked on a Language Translation project using Keras, seq2seq model.
I recently worked on a Language Translation NMT project in which I traslated Hindi to English.
I am working on a chatbot for my current organization. This chatbot takes in documents as input and gives out a summary. Plus I am trying to make it pull some other information from a few related apps as well.
In NLP, I have done Semantic tagging as well POS Tagging for Samsung's Bixby. I used Standford's coreNLP for workign out language dependencies and POS Tagging.
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Skills
Data & Analytics
Programming Language
Development Tools
Web Development
Database
Others
Positions
Portfolio Projects
Company
SAMSUNG R&D via LIONBRIDGE
Description
- Headed end-to-end technical operations as Documentation Lead for Deep Learning and AI Department
- POS-tagging and sentence parsing (syntactic) Universal Dependencies for English (Penn Treebank, Brat Tool), Grammatical Error Detection, Identification and Correction, Creating English Corpus
- Involved in writing and verifying utterances and variation of spoken commands for Automatic Speech Recognition (ASR), and NLU for Bixby
- Performed coding, testing (device and server console, voice) for grammar files using JSON for NLU, RNLU
- Edited and cleaned content by fixing English grammar, names, places, technical terminology for Natural Language Understanding (NLU) for Samsung AI
- Fixed and resolved bugs and JIRA issues
Highlights:
- Experience in codingusing JSON and HTML for grammar files thereby improving the accuracy of English and Hindi grammar for ASR up to 91% for Samsung’sBixby project in the capacity of Language expert on Deep learning and NLU
- Successfully designed a Logo for Bixby T-shirts and flyers for University recruitment drive conducted by the company
- Acquired experienceinPOS-tagging and sentence parsing (syntactic)using Universal Dependencies for English (Penn Treebank, Brat Tool), Grammatical Error Detection, Identification and Correction, Creating English Corpus, NLP (Natural Language Processing), NLU (Natural Language Understanding) and ASR
Skills
Google Speech Deep Learning .NET Core JSON Machine Learning Natural Language Processing NLU(Rasa) TensorFlowTools
GithubCompany
German to English Translation project.
Tools
GitCompany
Cat vs Dog classification project.
Tools
GitCompany
Text Scanner
Skills
Artificial Intelligence Convolutional Neural Network - (CNN) Deep Learning Keras Machine Learning Python SciKit-Learn TensorFlowTools
Git