Research

Deep-dives into AI architectures, time-series forecasting, and agentic systems.

Architectures for Autonomous Predictive Intelligence

Data sourcing, real-time orchestration, and the construction of live forecasting agents using Kafka, Flink, PatchTST, and LangGraph.

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Advanced Architectures for Real-Time Time Series Forecasting and Agentic AI

The EMTSF framework combining PatchTST, xLSTM, and minGRU via Transformer-based gating, plus Kafka+Flink streaming infrastructure for autonomous AI agents.

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