Web Development & SaaS Applications
End-to-end web & SaaS delivery - from architecture to production. Founder-led execution with lean iteration whether you're starting from zero or scaling an existing platform.
I design, build and evolve web platforms & AI-enabled product features: production-grade code, integrated data flows, measurable automation, and iteration without rewrites.
I help ship, grow and stabilize: platform architecture (Django/Python), data & API integration, AI feature enablement (retrieval, orchestration, workflow agents), and targeted automation that reduces operational drag. Focus: shipping meaningful increments, strengthening reliability surfaces, and keeping systems adaptable - not fragile - under change.
Hands-on partner to ship and stabilize critical workstreams.
Embed 1-3 days a week to set direction, unblock engineering, and line up AI or data leverage without the full-time hire.
Milestone-driven build cycles with clean handoff.
Define, deliver, and transition a focused product, integration layer, or automation track without spinning up a permanent team.
Beyond the codebase
Shipping product inside lean teams taught me to wire up experiments, messaging, and measurement so launches connect to the rest of the business.
This corner of the web is my digital garden—a format I fell for years ago—and I’ve been tending it since 2016. It’s not a static site; it’s the notebook I keep open while things are shipping. Sometimes I post fixes over lunch, sometimes from a phone automation while coffee brews, other times after a late-night debug run. Whatever works in the wild stays; the rest gets uprooted.
Updates ripple through whenever the work does. If you like watching systems ideas evolve in public, swing back or subscribe.
Lean architecture, applied AI, platform & API engineering, frontend implementation and a featured ecosystem blueprint.
White-label platform blueprint enabling creators & influencers to manage partnerships, bundle offerings, and track performance with operational efficiency.
Custom MCP server plus a clean data loop: structured info, small focused tools, tests for quality, and automatic refresh so answers stay reliable.
End-to-end web & SaaS delivery - from architecture to production. Founder-led execution with lean iteration whether you're starting from zero or scaling an existing platform.
Design & implementation of AI-powered features inside web products: retrieval-augmented search, intelligent assistants, adaptive UI, structured extraction & scoring.
Core service & data layer engineering: resilient APIs, schema design, performance tuning, deployment pipelines & operational maturity.
Django & Python for internal tools, SaaS platforms, and data-driven systems. We manage the lifecycle: architecture, implementation, hardening, and long-term maintainability.
Architecture & implementation of retrieval workflows, model selection, evaluation harnesses, guardrails & deployment pathways for AI features.
Product interfaces built for clarity & speed: component architecture, performance budgets, accessibility & seamless backend integration.
End-to-end web & SaaS delivery - from architecture to production. Founder-led execution with lean iteration whether you're starting from zero or scaling an existing platform.
Design & implementation of AI-powered features inside web products: retrieval-augmented search, intelligent assistants, adaptive UI, structured extraction & scoring.
Core service & data layer engineering: resilient APIs, schema design, performance tuning, deployment pipelines & operational maturity.
Django & Python for internal tools, SaaS platforms, and data-driven systems. We manage the lifecycle: architecture, implementation, hardening, and long-term maintainability.
Architecture & implementation of retrieval workflows, model selection, evaluation harnesses, guardrails & deployment pathways for AI features.
Product interfaces built for clarity & speed: component architecture, performance budgets, accessibility & seamless backend integration.