Sina Motevalli Bashi Email & Phone Number

Canada

Toronto, ON, CA

ML Training/Deployment for programmatic advertising

Toronto, ON, CA

Seattle, WA, US

Worked on several data-intensive ETL pipelines computing various advertising performance metrics based on high volume of daily facts (Spark, Scala, EMR, Orchestration,...)Worked on server-less (Lambda-based) APIs that consume data from NoSql databases with extremely high traffic and low latency. The Databases are often synced with the output of daily ETL.

Toronto, Ontario, CA

Tools and Tchnologies used: Docker, AWS, Kafka, Spring boot, Fastapi, Kubernetes, Openshift, Jenkins, Microservice architectureWorked on multiple NLP-based machine learning projects.Research exposure: Various NLP areas: word2vec, named entity recognition, dependency parsing, seq-to-seq language models, BERT, semantic parsing.Got proper exposure to.

Toronto, Ontario, CA

Helped increase the accuracy of our indoor positioning system by experimenting with and implementing various machine learning algorithms including locally preserving PCA, edited KNN, Clustering, EM, Decision trees,..Research: Did literature review on indoor localization, got proper exposure to metric learning, manifold learning and dimensionality.