Machine Learning Engineer
- Create models for mass amounts of telephony quality audio to extract useful information such as speaker, gender, sentiment, and keywords.
- Design and implement the processing pipelines to process and clean millions of calls daily.
- Scale these processes in AWS using Kubernetes, Terraform, S3, and EC2 instances.
Full Stack Developer
- Created a process in C# to mix audio files from a number of asterisk servers handling millions of minutes daily and upload them to s3.
- Transitioned from legacy systems based off of stored procedures and scheduled tasks to real-time queues and messaging systems resulting in extreme performance gains on websites company wide.