latency-profiling

An open-source AI infrastructure profiler that connects AI workload telemetry to physical infrastructure behavior and economics.

Autonomy ML project for driving data, failure mining, policy learning, safety metrics, and latency benchmarking.

Reproducible comparative study of KNN distance metrics across low- to high-dimensional regimes, evaluating preprocessing sensitivity, biometric class imbalance, PCA remedies, and CPU inference latency profiling.

Local RAG evaluation framework for compressed trace retrieval, grounding, citation support, multi-step traces, latency profiling, and agentic efficiency.

High-performance C++20 order book engine with REST API, React web terminal, LOBSTER replay, and online ML pipeline.

Optimized multimodal video understanding pipeline using Silero VAD gatekeeping and Groq LPUs to reduce processing latency by over 70%.

Performance analysis, data cleaning and visualization for Digital Twin experiments running on industrial testbeds (Fischertechnik). The result is published in the scientific article "Hierarchical Digital Twin Ecosystem for Industrial Manufacturing Scenarios" (2024 50th Euromicro Conference on Software Engineering and Advanced Applications - SEAA).