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Senior Engineer - AI

1 - 2 years experience, Bangalore

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Required skills

  • Python, TensorFlow.

What makes you a great fit for this role

You're awesome at

  • Dealing with large data sets.
  • Machine learning techniques and algorithms, such as k-NN, Naive Bayes, CART.
  • Quickly prototyping ideas/solutions and performing critical analysis and using creative approaches for solving complex problems.

You'll be improving & responsible for

  • Building an intelligent product that is extremely intuitive to use.
  • A sample problem statement that you will be working on :
  • The key feature of the cradle is being responsive. The sensors in the cradle detect for early wake-up signals of the baby – twitch, notch, increased - movement, activity, startle reflex, changes in breath rate.
  • The cradle acts on these signals and if it is still sleeping time, rocks the baby to sleep along with soothing music. Through machine learning, the - cradle creates personalized sleep recipes to help the baby sleep better.
  • The cradle also learns patterns and identifies periods when a baby needs maximum attention and soothing. Provides related tips to parents to maintain a - healthy sleep schedule.
  • Restlessness monitor: Indication of an impending illness or cranky baby the next day if the baby had a restless night.
  • Baby growth – Weight measurements from oscillations, length, head circumference using the 3D camera.

Desired experience

  • 1-2 years of relevant experience in the industry.
  • You have a keen sense of complexity estimation, a paranoia for writing efficient code.
  • Very strong linear algebra fundamentals.
  • Reasonable DSP skills.
  • Experience with supervised as well as unsupervised learning algorithms.
  • Most importantly, the ability to connect the usage scenarios of a system with its basic specifications.
  • The flexibility to feel at home in a technology start-up with a small team demonstrates adaptability to fast-changing needs.

Desired skills

  • Previous experience in a startup or a fast-growing company is a big plus.
  • Good applied statistics skills such as distributions, statistical testing, regression, etc.
  • Proficient with Python, Keras, TensorFlow.
  • Experience on ARM platforms.
  • Activity in open-source projects and community leadership (presence at conferences, meetups).
  • Experience in software engineering and data engineering is a plus.

Academic qualifications

  • Strong mathematical background.
  • Masters in Computer Science or related branches.

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