Tech Lead — ASR / TTS / Speech LLM (IC + Mentor)
Tasks
- Automate MLflow logging
- Build data augmentation scripts
- Build evaluation pipelines with clinical metrics
- Design speech model architecture
- Develop ASR TTS and speech LLM training pipelines
- Fine tune large language models with PEFT
- Fine tune speech models for healthcare
- Integrate trained models into inference stacks
- Lead end to end speech model development
- Optimize inference latency and cost
- Prepare and maintain training datasets
Perks/Benefits
- N/A
Skills/Tech-stack
Autoscaling | Batching | CTC | Caching | DER | DPO | Distributed Training | ESPnet | Entity F1 | Hugging Face | JER | K2 | KV cache | Kaldi | LoRA | MLflow | Mixed Precision | NEMO | Noise augmentation | PEFT | PESQ | PyTorch | Python | QLoRA | Quantization | RLHF | RNN-T | RTF | STOI | SWER | SpecAugment | SpeechBrain | Speed perturbation | Triton | VAD | VLLM | WER
Education
Roles
Engineer | Lead | Learning Engineer | Machine Learning Engineer | Tech Lead
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