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Machine Learning Engineer
Machine Learning EngineerRecro • Bengaluru, India
Machine Learning Engineer

Machine Learning Engineer

Recro • Bengaluru, India
30+ days ago
Job description

️Hiring : ML Research Engineer (ASR & Fine-tuning Specialist)

Location : Bangalore | Experience : 2+ Years | Full-time | On-site

What You’ll Do

Train & fine-tune ASR models (Whisper, Wav2Vec2, Conformer) for multilingual, healthcare-focused speech data.

Build, optimize, and fine-tune NLP components (Intent, NER, Entity Linking) using transformer-based architectures.

Research & implement SOTA fine-tuning techniques — LoRA, QLoRA, or full fine-tuning — to push real-world model performance.

Design data pipelines for collection, annotation, augmentation, and synthetic generation in low-resource languages.

Develop robust evaluation frameworks — precision, recall, F1, and domain benchmarks.

Collaborate with AI engineers to deploy optimized models into production-ready pipelines powering healthcare voice systems.

You’re a Great Fit If You Have

  • 2+ years of ML / DL research or applied model training experience.
  • Hands-on expertise in ASR systems or LLM fine-tuning workflows.
  • Strong command over PyTorch or TensorFlow, distributed training, and model evaluation.
  • Practical exposure to multilingual datasets, cross-lingual transfer, and speech / NLP hybrid tasks.
  • A passion for research-backed experimentation and model optimization in production settings.

Bonus Points

  • Published research or open-source contributions.
  • Background in low-resource language modeling or few-shot learning.
  • Experience with quantization, distillation, or pruning for deployment optimization.
  • Understanding of knowledge graphs or entity linking frameworks.
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    Machine Learning Engineer • Bengaluru, India

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