Machine Learning Engineer
Aftershoot Inc
- 2022/11Started
-
2023/07End
User Pipeline
Developed a user AI agent that automates user modifications to AI output, enhancing user experience and streamlining workflows.Conducted thorough analysis of user preferences and modifications to enhance optimal outcomes Seamlessly integrated the workflow onto cloud platforms for enhanced accessibility and collaboration
Developed a user AI agent that automates user modifications to AI output, enhancing user experience and streamlining workflows.Conducted thorough analysis of user preferences and modifications to enhance optimal outcomes Seamlessly integrated the workflow onto cloud platforms for enhanced accessibility and collaboration
Head Pose Detection
Designed and developed a sophisticated model for accurately detecting the pose of a person’s head. Enhanced the model’s predictive capabilities to achieve significant improvements in accuracy and performance
Designed and developed a sophisticated model for accurately detecting the pose of a person’s head. Enhanced the model’s predictive capabilities to achieve significant improvements in accuracy and performance
Optimized Training
Engineered a Robust Training Pipeline to Evaluate User Models Across Optimizers, Loss Functions, and Data Selection
Engineered a Robust Training Pipeline to Evaluate User Models Across Optimizers, Loss Functions, and Data Selection
MLOps Setup
Established a Kubeflow-based infrastructure to streamline ML team workflows. Developed tailored Docker images to cater to specific requirements of the ML team. Implemented seamless local and remote storage mapping via cloud integration. Strategically partitioned Nvidia A100 GPUs, fostering efficient resource sharing among cross-functional team members
Established a Kubeflow-based infrastructure to streamline ML team workflows. Developed tailored Docker images to cater to specific requirements of the ML team. Implemented seamless local and remote storage mapping via cloud integration. Strategically partitioned Nvidia A100 GPUs, fostering efficient resource sharing among cross-functional team members