DATATHON 2026 FINALIST
Unleashing Data Insights
Unleashing Data Insights
At Scale.
A demonstration of our high-performance predictive model, processing real-time telemetry to deliver actionable business intelligence.
Dataset Size
14.2 TB
2.4M new rows/day
Model Accuracy
96.4%
+3.2% vs Baseline
Inference Latency
42 ms
15ms faster than target
Live Analytics Dashboard
Interactive representations of the data outputs generated by our model during the hackathon evaluation phase.
Anomaly Detection Confidence
Categorical Distribution vs Expected
Technical Highlights
Key architectural decisions made during the 48-hour Datathon.
XGBoost Integration
Utilized gradient boosting algorithms optimized for imbalanced datasets, resulting in higher precision on outlier detection.
Real-time Pipeline
Data ingested via Kafka streams with sub-second latency, processed through a stateless microservices architecture.
Privacy Preserving
Implemented differential privacy techniques to ensure PII remains obfuscated during aggregate analytics generation.