01Public preprint
Applied research
EventFlowSentry
A reproducible fault-injection and metamorphic-testing approach for finding event-time failures in streaming pipelines.
Controlled fault model
Metamorphic oracle
Evidence trail
Engineering Work
Case studies in production AI, distributed systems, and developer tools. Each one covers the problem, design, trade-offs, testing, and results.
Production AIDistributed systemsDeveloper platformsTesting and validation
Case Studies
Selected case studies
View case study
02Open-source package
AI infrastructure
kvfleet
A KV-cache-aware routing control plane for self-hosted and hybrid LLM fleets, built around explainable policy, locality, health, and fallback decisions.
Normalize and fingerprint
Filter and rank
Execute and explain
03Open-source package
Developer tooling
bigocheck
A zero-dependency empirical Big-O checker that turns performance expectations into CLI and pytest assertions.
Generate observations
Fit growth models
Enforce expectations
Technical Skills
Technology stack
Technologies I use across backend systems, cloud infrastructure, applied AI, developer tools, and data-intensive services.
Cloud Architecture
AWS-based distributed systems designed for reliability, security, and day-to-day operation.
AWSTerraformDockerCI/CDObservability
Backend Systems
Data-intensive services and APIs built for maintainability, observability, and scale.
JavaPythonSpring BootMicroservicesREST
Applied AI
Production generative AI, agent workflows, RAG, and evaluation pipelines with measurable results.
LLMsRAGLangGraphMCPAgentic workflows
Developer Platforms
Tools that find quality, compatibility, and performance problems during development and CI.
ASTMCPPyPIMavenAutomation