Data scientistDeevia Software India Private Limited • Bengaluru, Karnataka, India
Data scientist
Deevia Software India Private Limited • Bengaluru, Karnataka, India
16 days ago
Job description
Qualification :
Work Location : Bangalore
Work mode : On site
Notice period : Immediate to 30 days
Experience : 2 - 6 years
Responsibilities :
Build Audio ML / DL models for given requirement
Build models from scratch wherever required
Must be able to code relevant research papers independently
Tune to improve accuracy and latency
Support to satisfy the deployment requirements of the product
Apply transfer learning wherever required
Training, fine tuning and optimization of different flavors of transformer models
Hands on experience with LLM, fine tuning and Optimization of LLM
SKills :
Audio AI concepts, ML / DL working experience in Pytorch / Tensorflow / Keras framework
Variations of CNN, RNN, Attention Mechanism, Transformers and large models like wav2vec, whisper
Proficiency in machine learning / audio pre-processing libraries / frameworks such as Librosa, Kaldi, sklearn, python speech features, Numpy, Scipy, Pandas, Matplotlib.
Signal Processing fundamentals, understanding the data characteristics and wave signals
Transfer Learning Experience in Acoustic models for speech recognition systems.
Experience in Voice activity detection with noise analysis & denoising
Experience in Wakeup Word, ASR
Working experience of LLM fine tuning, optimization and performance improvement.
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Data Scientist • Bengaluru, Karnataka, India
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