Ishwar Joshi

Research Analyst @Huawei Technologies Research & Development (UK) Ltd

Cambridge, GB

Working on the Kirin-CPU project to optimize mobile system performance through advanced machine learning techniques- Developed PyTorch-based neural network integrated into custom optimization framework, achieving 2-3% improvement in app startup performance- Engineered meaningful features and conducted hypothesis testing to improve model accuracy in latency prediction- Performed correlation analysis on app launch and memory metrics to identify key performance dependencies- Built and tuned regression models on structured performance data, reducing prediction variability and noise- Analyzed raw app launch and memory usage data to inform optimization strategy for mobile systems