Case Studies: ML
Discover our latest next-gen projects driving innovation and growth
Machine Learning Model for Optimal and Cost-Effective Predictions
SiriusOne developed a cost-efficient ML model to deliver precise, real-world predictions
tailored to client requirements. The solution optimized data processing, resource utilization, and accuracy,
enabling better decision-making while reducing operational costs.
Tech Stack: AWS SageMaker, Glue, API Gateway, S3, Lambda, CloudWatch


Machine Learning-Enhanced Travel Booking Platform
SiriusOne built an AI-powered travel booking platform that analyzes user behavior and
delivers personalized recommendations. The solution enhanced user engagement, increased conversion rates, and
streamlined the booking experience with intelligent automation.
Tech Stack: Python, TensorFlow, Keras, AWS (SageMaker, Lambda, S3), React Native, MySQL


AI-Powered Real Estate Valuation Platform
SiriusOne developed an AI-driven property valuation system that provides real-time price
estimations based on historical data, property attributes, and market trends. The solution improved valuation accuracy,
enhanced user trust, and adapted to dynamic market fluctuations.
Tech Stack: Python, TensorFlow, Scikit-Learn, AWS (SageMaker, Lambda, S3), PostgreSQL


AI-Driven Anti-Money Laundering (AML) System
SiriusOne implemented an AI-powered AML detection system that enhances fraud detection by analyzing transaction patterns, risk factors, and anomalies. The solution significantly reduced false positives, improved regulatory compliance, and increased operational efficiency.
Tech Stack: Python, TensorFlow, Scikit-Learn, Apache Spark, AWS (S3, Lambda, SageMaker), PostgreSQL


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