AI Architecture Patterns
Practical lessons from enterprise LLM deployments: multi-tenant architecture, cost optimization, observability, and governance patterns that scale.
Writing & Talks
Technical insights, publications, and practical lessons from enterprise deployments
Talks
Practical lessons from enterprise deployments
Distributed Systems at Scale
Throughput, latency, and resilience trade-offs in modern distributed systems. Event-driven architectures, back-pressure mechanisms, and observability patterns.
Blockchain & Bitcoin
Fundamentals of blockchain technology and Bitcoin, with enterprise use cases, smart contracts, and practical applications in modern software architecture.
Publications & Writing
Peer-Reviewed
Saluki: Finding Taint-style Vulnerabilities with Static Property Checking
BAR/NDSS Workshop 2018. Research tool for detecting taint-style security properties in binary code using a mix of static and dynamic taint techniques. Provides a DSL for taint policies. Demonstrated on real programs.
Role: Author/maintainer of repo. Links: GitHub repo Paper
DeCoCo: Blockchain-based Decentralized Compensation of Digital Content Purchases
IEEE BRAINS 2020. Blockchain-based decentralized compensation for digital content purchases with transparent, programmable payouts and smart-contract design.
Role: Author/co-author. DOI: 10.1109/BRAINS49436.2020.9223299 Links: 10.1109/BRAINS49436.2020.9223299 ResearchGate
Articles & Guides
Utility NFTs more than simple JPEGs?
Medium, Feb 1, 2023. Defines "utility NFTs" and argues for real-world utility beyond collectibles, with examples like access passes. Implications for marketplaces.
Link: Medium Article
How to run your python code in KnowledgeX
Medium, Feb 17, 2022. Guide on running Python jobs on KnowledgeX via iExec and TEEs. Covers Dockerized templates, worker verification, and auditability for developers and data scientists.
Link: Blog Post
Technical Notes
Occasional technical notes and insights from working with AI systems, distributed architectures, and enterprise software. These are less formal than talks but capture important lessons and observations.
Prompt Engineering at Scale
2024-02-15Building a prompt optimization system that scales across teams and maintains consistency in AI outputs. Lessons learned from implementing a "Prompt Wizard" for enterprise use cases.
Event-Driven AI Pipelines
2024-01-22Designing resilient AI workflows using event-driven architecture patterns. How SQS/SNS can help manage AI pipeline backpressure and ensure reliable processing.
Multi-Model AI Routing
2023-12-10Intelligent routing strategies for multi-model AI deployments. Cost optimization while maintaining performance and quality across different model providers.
Security for AI Platforms
2023-11-18Essential security considerations for AI platforms: data privacy, access control, audit trails, and compliance automation in AI-first applications.