Sukhwinder S.

Sukhwinder S.

Machine Learning Engineer

Bengaluru , India

Experience: 9 Years

Sukhwinder

Bengaluru , India

Machine Learning Engineer

28800 USD / Year

  • Immediate: Available

9 Years

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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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Portfolio Projects

Description

I was the sole contributor on this project.

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Description

I was the sole contributor on this project.

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Description

I am working on creating a Machine Learning Course for the University of Michigan right now.

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Description

I had worked on Computer Vision project using Deep learning

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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

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