Fable is the human risk platform that shapes employee behavior—automatically, in real time, right where people work. Cut risk. Sharpen habits. Build resilience.

Software Mission Autonomy

• Designing intelligent drone behaviors with behavior trees

• Mission Debugging through State & Mutation Replay

ML Foundations.

Ground Truth& Application DAG version control.

In-place dataset swapping.

ML Foundations.

Custom pre-processors and User-defined models.

• Built Machine Learning models to automate security triaging process of virtual machines and classify true security issues

• Built Machine Learning models to predict workload timeouts on VMs, enabling proactive recovery actions to be taken

• Constructed multi-dimensional time-series prediction models to detect anomalies within machine health that would result in high cost and usage

• Developed a suite of Reinforcement Learning frameworks (DQN, DDPG, Reinforce, Actor Critic)

• Designed Deep Learning and PyTorch workshop for VMware community

• Developed advanced NLP techniques for a lab in an internal ML conference

• Continued engagement as a part time consultant for Data Analytics and ML