Objective
Build a real‑time, AI-powered trading alert system
Challenges
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Inconsistent data feeds
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High processing latency
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Unstable API integrations
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Limited scalability during peak loads
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Insufficient system monitoring


Solutions
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Developed robust ETL pipelines
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Optimized processing algorithms
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Implemented fallback API mechanisms
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Migrated to cloud infrastructure with auto-scaling
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Integrated real-time monitoring dashboards
Value Creation
Enabled timely, reliable alerts that improved traders’ decision-making efficiency