Hi, I'm Darian
“Darian picked up our payments module quickly and delivered on time. He adapts fast to new codebases.”
Capabilities
What I bring to the table
A toolkit forged across decades of shipping real software to real users.
Selected work
Projects I'm proud of
From AI to hardware to fintech at scale — a few highlights from the journey.
Ensemble scoring across 4 models (LLaMA, Mistral, GPT, Gemini) — each evaluates different dimensions: technical depth, domain specificity, communication clarity. Two-layer fraud detection caught semantic inconsistencies that rule-based systems missed. RAG matching via Pinecone/Weaviate replaced keyword search entirely.
Secure transaction flows with multi-party settlement logic at Alipay scale. Blockchain-inspired signing gave every transaction a cryptographic foundation. Balanced MongoDB for speed and Oracle DB for consistency across the full order lifecycle — vendor management, inventory, and payments across multiple storefronts.
280 Hikvision camera feeds processed in real time to control physical access gates via PLC integration. Every gate open/close cycle had to be reliable — software failures meant real vehicles stuck at real gates. Thermal imaging extension during COVID added anomaly detection on top of access control.
Journey
Career phases
Every phase taught me something new — and I loved every step.
10+
Years building software across every layer of the stack.
“Darian picked up our payments module quickly and delivered on time. He adapts fast to new codebases.”
Ted Lee
CTO of Fintech Platform
Let's create something meaningful
Whether you need a technical lead, a full-stack builder, or someone who can dive into any codebase and ship — I'm ready.