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Machine Learning Engineer
Machine Learning Engineer
DeepAffects's logo

Machine Learning Engineer

Sushant Hiray's profile picture
Posted by Sushant Hiray
2 - 7 yrs
₹15L - ₹24L / yr
Mumbai
Skills
skill iconMachine Learning (ML)
skill iconDeep Learning
Speech recognition
What will you do?
------------------------

Solve problems in speech and NLP domain using advanced Deep learning and Machine Learning techniques. Few examples of the problems are -

* Limited resource Speaker Diarization on mono-channel recordings in noisy environment.
* Speech Enhancement to improve accuracy of downstream speech analytics tasks.
* Automated Speech Recognition for accent heavy audio with a noisy background.
* Speech analytic tasks, which include: emotions, empathy, keyword extraction.
* Text analytic tasks, which include: topic modeling, entity and intent extraction, opinion mining, text classification, and sentiment detection on multilingual data.


A typical day at work
-----------------------------

You will work closely with the product team to own a business problem. You will then model the business problem into a Machine Learning problem. Next you will do literature review to identify approaches to solve the problem. Test these approaches, identify the best approach, add your own insights to improve the performance and ship that to production!


What should you know?
---------------------------------

* Solid understanding of Classical Machine Learning and Deep Learning concepts and algorithms.
* Experience with literature review either in academia or industry.
* Proficiency in at least one programming language such as Python, C, C++, Java, etc.
* Proficiency in Machine Learning tools such as TensorFlow, Keras, Caffe, Torch/PyTorch or Theano.
* Advanced degree in Computer Science, Electrical Engineering, Machine Learning, Mathematics, Statistics, Physics, or Computational Linguistics


Why DeepAffects?
--------------------------
* You’ll learn insanely fast here.
* Esops and competitive compensation.
* Opportunity and encouragement for publishing research at top conferences, paid trips to attend workshop and conferences where you have published.
* Independent work, flexible timings and sense of ownership of your work.
* Mentorship from distinguished researchers and professors.
Read more
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Shubham Vishwakarma

Full Stack Developer - Averlon
I had an amazing experience. It was a delight getting interviewed via Cutshort. The entire end to end process was amazing. I would like to mention Reshika, she was just amazing wrt guiding me through the process. Thank you team.
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About DeepAffects

Founded :
2017
Type :
Product
Size :
20-100
Stage :
Raised funding

About

DeepAffects speech analysis platform supports automated multi-speaker recognition, voiceprints, emotions & intents from natural conversations.
Read more

Connect with the team

Profile picture
Sushant Hiray

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