Software Engineer, Tumblr
New York, New York
I'm a software engineer at Tumblr where I'm part of the Content Intelligence Group team. My responsibilities lie in the realm of spam detection, NSFW content moderation.Worked with AI folks to deploy tensorflow models on kubernetes and scale it up to production traffic.As part of the my job, some of the things I do are on a... I'm a software engineer at Tumblr where I'm part of the Content Intelligence Group team. My responsibilities lie in the realm of spam detection, NSFW content moderation.Worked with AI folks to deploy tensorflow models on kubernetes and scale it up to production traffic.As part of the my job, some of the things I do are on a daily basis are --1. Write Hive queries, Spark jobs, Python notebooks to do ad-hoc data analysis and surface up the results in form of reports and guidance to product managers and others.2. Being part of a team that tries to use Machine Learning to characterize and detect spam (of different kinds.) Have experience in using the Machine Learning libraries of Spark among others. Implemented an end-to-end Spam Scoring system running in kubernetes through airflow.3. Write Flink jobs to consume data from Kafka topics to detect spam on the fly. Experienced with writing jobs that range from simple regex matching to windowing and purging to complex broadcast rules.4. Work with Data team to leverage tools and frameworks like Flink, Airflow, Kubernetes, Jupyter notebooks to create and automate reports, metrics among other things.5. Worked on the backend of our website to provide tools for support people to deal with spam faster and better. Developed and maintained the UI to tackle spam. Did backend development and used PHP, Hive, some Java script for all of this.
What company does Sashidhar Guntury work for?
Sashidhar Guntury works for Tumblr
What is Sashidhar Guntury's role at Tumblr?
Sashidhar Guntury is Software Engineer, Content Intelligence
What industry does Sashidhar Guntury work in?
Sashidhar Guntury works in the Computer Software industry.
Who are Sashidhar Guntury's colleagues?
Sashidhar Guntury's colleagues are Ryan Klock, Kaypree Hodges, Matt Hayes, Fran López, Connie Li, Joseph Fowler, Ozan Adiguzel, Brian Lee, Paul Rehkugler, and Isabella Kahle
💼 Past Experience
Sashidhar Guntury's Work experience:Software Engineer, TumblrI am currently a Software Engineer at Tumblr in Greater New York City Area. My responsibilities lie in the realm of spam detection, NSFW content moderation.Worked with AI folks to deploy tensorflow models on kubernetes and scale it up to production traffic.As part of my job, some of the things I do are on a daily basis are:1. Write Hive queries, Spark jobs, Python notebooks to do ad-hoc data analysis and surface up the results in form of reports and guidance to product managers and others.2. Being part of a team that tries to use Machine Learning to characterize and detect spam (of different kinds.) Have experience in using the Machine Learning libraries of Spark among others. Implemented an end-to-end Spam Scoring system running in kubernetes through airflow.3. Write Flink jobs to consume data from Kafka topics to detect spam on the fly. Experienced with writing jobs that range from simple regex matching to windowing and purging to complex broadcast rules.4. Work with Data team to leverage tools and frameworks like Flink, Airflow, Kubernetes, Jupyter notebooks to create and automate reports, metrics among other things.5. Worked on the backend of our website to provide tools for support people to deal with spam faster and better. Developed and maintained the UI to tackle spam. Did backend development and used PHP, Hive, some Java script for all of this.
🎓 Education
Sashidhar Guntury has a Master of Science degree in Computer Science from Rutgers, The State University of New Jersey-New Brunswick, United States in 2011. He also has a Bachelor of Technology degree in Computer Science from IIIT-Hyderabad, India in 2005. Guntury has traveled extensively to several universities in the United States, Canada and India. In total, Guntury has earned four degrees from various universities.
💡 Technical & Interpersonal Skills
Work experience with Machine Learning libraries: Spark, Flink, Kafka, Jupyter notebooks.Machine Learning comet readings: Sentiment analysis, spam detection, data wrangling.Spam detection: Strong experience with regex, windows, and purging.Data wrangling: Strong experience with Hive, Python, and SQL.
Introversion (I), Sensing (S), Thinking (T), Perceiving (P)
2 year(s), 0 month(s)
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