Data ScientistDeevia Software India Private Limited • Bengaluru, Karnataka, India

Data Scientist

Deevia Software India Private Limited • Bengaluru, Karnataka, India

15 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 WakeupWord, ASR

Working experience of LLM fine tuning, optimization and performance improvement.

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Data Scientist • Bengaluru, Karnataka, India

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