Glint Tech Solutions is a fast-growing company focused on real-world AI applications, and they are seeking a Computer Vision/Machine Learning Engineer to join their product-driven team. This role involves building and optimizing lightweight visual models for production environments, ensuring performance and efficiency throughout the model lifecycle.
Responsibilities:
- Model Selection Choose the most suitable approaches (traditional algorithms vs. deep learning) based on real-world use cases and constraints
- Performance Optimization Optimize models by balancing accuracy, latency, memory, and power consumption
- Model Training & Compression Train and optimize lightweight models using techniques such as quantization, pruning, and knowledge distillation
- Deployment & Optimization Deploy models to production environments (mobile/edge), ensuring low latency and high efficiency
- End-to-End Ownership Drive the full lifecycle from data analysis model development optimization deployment
- Application Performance Improve overall application responsiveness and resource usage to ensure smooth user experience