AI/ML Engineer
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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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