I design and build custom AI integrations—from autonomous office assistants that update your website via text message, to AI-driven developer systems.
Original text: "Fresh Home Baked Sweets"
"AI shouldn't be a chatbot wrapper; it should be an integrated system. I build custom AI agents that connect directly to your databases, CRMs, and frontends, turning LLMs into functional business operations assistants."
A detailed look at custom AI assistants, automated CRM integrations, and code toolchains.
Alina was launching a custom bakery business but had no experience managing databases or websites. Traditional CMS administration was too complex, so she needed an office assistant that could handle customer registrations, form updates, and page edits without standard admin log-ins.
AI architect, backend developer, & CRM engineer.
A new event management brand required a functional platform, scheduling portal, and dating coach CRM from scratch. Traditional development timelines of 12-18 months would miss the season window, necessitating an accelerated construction process.
Systems architect & full-stack prototyper.
Compiling game packages for retro handheld devices requires complex toolchains (Godot engine export setups, compiler architectures, and target operating system libraries). Developers struggled to diagnose build failures, creating a massive support bottleneck.
Build engineer & developer tools programmer.
My background bridges direct AI assistant orchestration and practical backend database integration.
Designing custom office assistants that parse text commands, update databases, and query logs.
Accelerating development schedules using LLM code generation and structured script generation pipelines.
Linking AI models to SQLite databases and REST API endpoints securely (Cookie authentication).
Developing automated logging checks, error auditing files, and compiler warning parsers.
Configuring Docker sandbox builds, ARM64 libraries, and compiler toolchains.
Connecting website triggers, Slack notification alerts, webhooks, and calendar bookings.
Building practical, functional AI systems rather than simple chat prompts.
I don't just set up empty chatbots. I build AI connectors that hook directly into your databases, spreadsheets, and CRM frameworks, executing actual work.
By pairing AI vibe coding with standard templates, I construct platforms and portals in weeks instead of months, minimizing upfront costs.
I understand the front-facing layout, the relational database layer, and the containerized deployment setup, ensuring AI systems integrate cleanly.
I build strict authorization layers (cookies, sessions, HTTP rules) so your AI agents can only update information they are authorized to modify.
Schedule a brief call to talk about AI integrations, custom business assistants, or automated workflows.
