Coming Soon6 min read
Lessons from Securing a $650M Research Enterprise
What I learned deploying endpoint security, remediating CSRF vulnerabilities, and building security culture at scale.
SecurityEnterpriseCompliance
/ Writing
Technical deep-dives, lessons learned, and thoughts on building software.
Published12 min read
Letting an LLM Query Enterprise Data Without Trusting It
Why RAG breaks down on millions of rows, and how governed Postgres views, a parse-gated SQL guard, and a cited knowledge catalog let a model answer in plain English without ever holding the keys.
PostgreSQLLLM AgentsText-to-SQLSecurityAWS
Published9 min read
Autonomous Web Agent: What Makes It Reliable Is Not the Prompt
Building a form-filling agent that actually works: perception pipelines, structured error recovery, and the engineering that surrounds the LLM.
PythonPlaywrightLLMAgentic AIAutomation
Published10 min read
ClipSync: Building a Secure, Real-Time Clipboard Manager Without a Custom Backend
How I built a secure, serverless real-time clipboard manager using Next.js and Supabase, leveraging Postgres Row Level Security (RLS) for data isolation.
Next.jsTypeScriptSupabasePostgreSQLVercel
Published8 min read
Building a Multi-Agent Data Wrangling Pipeline
How I built an auditable, configurable, and composable data transformation system using a multi-agent architecture and DAG-based execution.
PythonStreamlitPydanticData Engineering
Published10 min read
RAG Optimization Techniques for Production AI
How a data analytics dashboard evolved into a natural language query system: lightweight retrieval, structured prompting, and making complex datasets actionable.
RAGGemini APIJavaScriptAnalytics
Published12 min read
Good Bowls: Building a Production-Grade E-Commerce Platform
A technical exploration of full-stack architecture: three-tier separation, state synchronization, Stripe payment processing, and free-tier deployment strategies.
ReactNode.jsMongoDBStripeRedux
Published6 min read
Dinodash: Engineering a Native C++ Game Engine for the Web Runtime
A deep dive into building a multi-runtime system: native C++ game engine with WebAssembly adaptation, browser deployment, and runtime portability design.
C++WebAssemblySystems ArchitectureRaylib
Published10 min read
How I Built TASA: Face Authentication for a Virtual Assistant
Implementing hierarchical access control and real-time face recognition with CNN + HOG for a privacy-aware virtual assistant. A legacy project retrospective.
PythonOpenCVTensorFlowSecurity