DeepAffects
https://www.deepaffects.com
Jobs at DeepAffects
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Machine Learning (ML)
Deep Learning------------------------
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
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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.
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Why:
We believe Artificial Intelligence (AI) should be in every system because it automates knowledge tasks — leading to more creative work and multiplying the effectiveness of rare knowledge.
Improving Training Data simultaneously helps improve Health care by extending doctors reach, improves Agriculture harvesting to feed more people, and extends top sports coaches knowledge to aspiring players.
The faster we can improve and adopt Training Data the faster the adoption of these applications and the more good we can do for the world.
We are making this critical technology accessible to everyone through Diffgram Open Source.
For the growth see this.
Fastest growing firm, Installations doubling every month
Diffgram has an outsized presence for our small team, including being mentioned as a “key player” in the recent global market report.
We are growing a new brand around our open source presence with over 400 stars in last few months and 1200 slack users
Change the world directly by shipping foundational AI Data software.
As part of early team this is an opportunity to shape the product architecture and ship meaningful code.
https://github.com/diffgram/diffgram
We are looking for passionate, motivated people to drive the core technical aspects forward. If you are a top performer we want to talk to you! :)
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