Deepak Baby
Senior Data Scientist
Leuven, Flemish Brabant, Belgium
Summary
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Senior🎓
Top SchoolDeepak Baby is a Senior Data Scientist with a PhD from KU Leuven and over a decade of experience applying statistical signal processing, sparse representations, and neural models to speech enhancement and robust ASR. He has transitioned research innovations into product-scale work as an Applied Scientist on Amazon Alexa’s AGI team, leading continuous learning and fast incremental updates for speech recognition and multimodal LLM integration. His academic work produced novel exemplar-based denoising/dereverberation methods and biologically inspired cochlear approximations that enabled real-time, hearing-aid–oriented neural models published in high-impact venues. Now based in Leuven and working in banking analytics, he brings a rare combination of deep theoretic expertise and production ML experience, particularly in bridging auditory neuroscience, GAN-based waveform enhancement, and scalable ASR systems.
10 years of coding experience
6 years of employment as a software developer
Doctor of Philosophy (PhD) Non-negative Sparse Representations for Speech Enhancement and Recognition, Doctor of Philosophy (PhD) Non-negative Sparse Representations for Speech Enhancement and Recognition at KU LeuvenIndian Institute of Technology BombayBachelor of Technology (BTech) Electronics and Communication Engineering, Bachelor of Technology (BTech) Electronics and Communication Engineering at College of Engineering Trivandrum
Malayalam, Hindi, English
Github Skills (16)
speech9
theano9
speech-to-text8
location8
keras7
cuda6
shell6
speech-recognition6
speaker-verification5
tensorflow5
deep-learning5
speech-enhancement5
kaldi5
asr4
deep-neural-networks3
Programming languages (3)
Github contributions (5)
deepakbaby/se_relativisticgan
Oct 2018 - Jun 2020
Keras framework for speech enhancement using relativistic GANs
Contributions:36 commits, 31 pushes, 2 branches in 1 year 8 months
enhancementdeep-learningrelativistictheanospeech-recognition
deepakbaby/cuda-installation-ubuntu1604
Aug 2017 - Jul 2018
Contributions:6 commits, 5 pushes, 1 branch in 11 months
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