Robotics Lead AI - ( Senior Staff)
INR 3000K-4800K (estimate) Senior-level Full Time
Tasks
- Add loss functions to networks
- Apply neural architecture search
- Apply neural network pruning
- Build vision-language models
- Co design machine learning hardware and software
- Deploy networks on AI accelerators
- Design efficient neural networks
- Design perception models for robotics
- Develop training and runtime framework extensions
- Implement model quantization
- Implement models in PyTorch
- Modify models using torch fx
- Optimize accuracy and latency tradeoffs
- Optimize deep learning kernels and compilers
- Research deep learning models
- Train and evaluate machine learning models
- Use version control with git
Perks/Benefits
- N/A
Skills/Tech-stack
Action models | Architecture Search | Birds Eye View | Compiler optimization | Computation Optimization | Cross-Attention | Deep learning | Git | Kernel optimization | Language Models | Machine Learning | Model Efficiency | Multimodal fusion | Network Compression | Neural Architecture | Neural Architecture Search | Neural Networks | Pruning | PyTorch | Python | Quantization | Self-Attention | Tensor Computation Optimization | Tensor computation | Torch-FX | Vision Language Models | Vision Transformer | Vision-Language-Action Models | Vision-language | Vision-language-action
Education
Bachelor of Engineering | Bachelor of Science | Master of Engineering | Master of Science | PhD
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