Data Scientist

Deevia Software India Private Limited

2 - 6 years

0 Lacs

bengaluru karnataka india

Posted:5 days ago| Platform:

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Skills Required

data ml code research support deployment learning training tuning optimization ai pytorch tensorflow keras processing kaldi python numpy scipy signal wave recognition analysis

Work Mode

On-site

Job Type

Full Time

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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