Isha Gupta
Senior Machine Learning Engineer at Block
Melbourne, Victoria, Australia
Summary
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Senior🎓
Top SchoolIsha Gupta is a Senior Machine Learning Engineer based in Melbourne with 10 years of software and engineering experience and nearly five years building data infrastructure and ML at Block (Cash App). She leads large-scale data integrations, feature engineering and deep learning efforts focused on fraud, risk and scam detection, combining production ML with robust data lake architectures. Her background spans embedded systems and firmware to cloud-native streaming architectures, reflecting deep practical experience with Kafka, Confluent Cloud and event-driven systems. Comfortable across Python, Java, C# and cloud platforms, she blends hands-on coding with systems design and has a knack for translating physics-trained analytical thinking into scalable ML solutions. Colleagues know her for treating coding like craftsmanship—knitting together reliable pipelines and real-time detection systems that run at scale.
10 years of coding experience
12 years of employment as a software developer
Oxford.Sr.Sec.SchoolUniversity of DelhiM.tech Engineering Physics/Applied Physics, M.tech Engineering Physics/Applied Physics at Guru Gobind Singh Indraprastha University
English, Hindi, German
Github Skills (15)
clicking7
azure7
microsoft6
microsoft-azure6
shieldsio5
keep-alive4
bitly3
redirect3
jsdelivr3
connect1
confluent1
kafka1
confluent-platform1
confluent-cloud1
cli1
Programming languages (3)
Github contributions (5)
guptais/demo-http-sink-kafka-connector
Apr 2020 - May 2020
Contributions:25 commits, 6 pushes, 1 comment in 1 month
guptais/guptais.github.io
May 2020 - Mar 2021
Contributions:71 pushes, 8 branches in 9 months
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