Ayush Rai
Consultant Specialist at HSBC | IIT Kanpur
- Role
- Consultant Specialist at 汇丰
- Location
- Hyderabad, TG, IN
- LinkedIn followers
- 500 followers
Experience
Consultant Specialist
Oct 2023 — Present · Hyderabad, IN
Leveraged distributed computing capabilities of Azure Databricks to design and deploy an end-to-end machine learning solution for identifying time series anomalies with over 95% accuracy across daily batches of 3-4 TB of CrowdStrike Falcon and Symantec Blue Coat data, leading to detection of 400 suspicious incidents daily.Optimized Apache Spark based analytics and machine learning workloads by enabling fault-tolerant processing, reducing execution time by 30-60%, lowering memory requirements by 15-30%, and thereby cutting aggregated costs of Azure Cloud services by over 50%.Conducted exploratory data analyses to address stakeholders\' ad-hoc requests, performed data quality checks, resolved technical debts, conducted code reviews, and authored technical documentations.
Education
Indian Institute of Technology, Kanpur
Master of Technology - MTech (Dual Degree)
Indian Institute of Technology, Kanpur
Bachelor of Technology - BTech (Dual Degree)
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