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AI/ML Engineer

Kapture CXMahadevapura, BangalorePosted 23 days ago
  • Mid level
  • On-site
  • Full time
  • 2 to 3 years
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About the role

Kapture CX provides enterprise SaaS for customer experience automation, including conversational AI. The ML Engineer will fine-tune and evaluate speech and language models and prepare production-ready training pipelines and datasets.

What you'll do

  • Research and select foundation models for production use
  • Build fine-tuning pipelines using SFT, DPO, LoRA, and QLoRA
  • Create evaluation frameworks for ASR, TTS, and LLMs
  • Develop synthetic data generation pipelines
  • Adapt models for Indian languages, accents, and code-mixed speech
  • Coordinate model handoff with MLOps teams

Skills

Must have

  • PyTorch
  • Python
  • LLMs
  • Automatic speech recognition
  • Text-to-speech
  • Model fine-tuning
  • Supervised fine-tuning
  • Direct preference optimization
  • Model evaluation
  • Synthetic data generation

Nice to have

  • Whisper
  • Neural text-to-speech
  • Multilingual NLP

Tools

  • Huggingface transformers
  • Peft
  • Trl
  • Huggingface datasets
  • Weights & biases
  • Mlflow

Who it's for

Experience
2 to 3 years
Domain
b2b saas customer experience

About Kapture CX

Kapture CX has 19 open roles in Bangalore, at Kapture CX Head Office, Brigade Summit. See every Kapture CX role.

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