Machine Learning Engineer

3 weeks ago


Bengaluru, India Recro Full time

🎙️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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