Robotics Lead AI - ( Senior Staff)
Bangalore, Karnataka, India
INR 2000K-3465K (estimate) Senior-level Full Time
Tasks
- Build vision language models and vision language action models
- Co design machine learning hardware for training and inference
- Design and develop low level perception models
- Develop End to End models
- Develop optimized software for AI acceleration
- Implement vision transformers with self attention and cross attention
- Improve model efficiency through training and runtime optimizations
- Lift 2D features to bird eye view
- Perform multi modal fusion
- Quantize prune and compress neural networks
- Research deep learning for autonomous driving and robotics
- Run experiments to train and evaluate machine learning models
Perks/Benefits
- N/A
Skills/Tech-stack
Action models | Architecture Search | Autonomous Driving | Birds Eye View | Compiler optimization | Computer Vision | Cross-Attention | Deep learning | Git | Kernel optimization | Language Models | Machine Learning | Model Compression | Multi-Modal | Multi-modal Fusion | Network Optimization | Network Pruning | Network Quantization | Neural Architecture | Neural Architecture Search | Neural Network | Neural Network Optimization | Neural network pruning | Neural network quantization | PyTorch | Robotics | Runtime optimization | Self-Attention | Torch-FX | Training Optimization | Vision Language Models | Vision Transformers | Vision-Language-Action Models | Vision-language | Vision-language-action
Education
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