Aug 2017 – Sep 2021 · 4 yrs 1 mo · Greater Los Angeles Area

• Staff Software Engineer - Machine Learning @ AI Accelerator (research AI team) - 04/2019 - 09/2021
• Building software and infrastructure to support researchers (reinforcement learning, recommender systems, machine learning).
• Building a scalable RL platform to unlock faster iteration and code sharing between different product engagements.
• Technologies used: Python, Kubernetes, TensorFlow, Docker, AWS, Terraform, Redis, MySQL, ElasticSearch
• Software Engineer - Data @ Riot Direct (network infrastructure team) - 08/2017 - 04/2019
• Doing engineering work with a focus on product development for our network infrastructure (internal ISP) team - Riot Direct.
• Creating products, services, data processing pipelines (batch and streams), tools, automation (CI/CD), and reports to unlock visibility into our network and make triaging easier and more available across the organization.
• Technologies used: Python, Scala, Spark, Docker, Jenkins, AWS, ElasticSearch, Go, Kafka, Hive, Tableau

Mar 2016 – Feb 2017 · 11 mos · Zagreb, Croatia

• Member of Threat Intelligence team working in Automated Harvesting (ingestion, storage, analysis and processing of unstructured data from the web).
• Initiated the development of an in-house asynchronous ingestion framework, collaborated on its implementation, design and its supporting ingestion pipeline, which decreased the average time of building and maintaining web crawlers.
• Technologies used: Python, Docker, Linux, Flask, PostgreSQL, RabbitMQ