Technical Lead, Machine Learning
Tasks
- Build data pipelines and training workflows
- Deploy models to production with GPU optimization memory efficiency latency reduction and scaling
- Design scalable inference architecture
- Fine tune and adapt models with LoRA QLoRA SFT DPO and distillation
- Implement evaluation pipelines for performance robustness safety and bias
- Integrate ML systems into backend mobile and desktop products
- Monitor, debug, and resolve production issues
- Own end to end machine learning system execution
Perks/Benefits
- N/A
Skills/Tech-stack
Bias Evaluation | DPO | Data Pipelines | Evaluation | GPU Optimization | Inference Optimization | JAX | Knowledge Distillation | Latency optimization | LoRA | Machine Learning | Memory efficiency | Model Deployment | Performance optimization | PyTorch | Python | QLoRA | Robustness Testing | SFT | Safety evaluation | Synthetic data
Education
N/A
Roles
Engineer | Lead | Learning Engineer | Machine Learning Engineer | Technical Lead
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