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1. High-performance GPU kernels for LLM inference in OpenAI Triton. Fused RMSNorm, SwiGLU, INT8 GEMM with benchmarks and roofline analysis.

   Python 39 7

2. Evolutionary adversarial testing framework for AI safety using quality-diversity search to discover interpretable, transferable vulnerabilities across LLMs. (ICLR 2026)

   Rust 3 1

3. Compile REST/OpenAPI and SOAP/WSDL services into governed MCP tool surfaces: provenance on every field, policy derived separately from code, and a human approval gate before any write or destructiv…

   Python

4. Spark-native LLM evaluation framework with confidence intervals, significance testing, and Databricks integration

   Python 6

5. Runtime control of LLM agent behaviors through activation steering vectors. More calibrated than prompting.

   Python 8

6. Modern ISO 8583 simulator with CLI, Python SDK, and interactive notebooks. Parse/build/validate messages at 180k+ TPS. Supports all major card networks and EMV chip data.

   Python 51 20