Helping Businesses Automate Workflows with Custom-Built AI Enabled Solutions
Are you drowning in manual workarounds?
I build the system that saves you time and money.
🏆 Top Rated Plus | Top 3% 💰 $500K+ Delivered ⭐ 100% Job Success ⏱ 25+ Years Experience 🤝 13+ Year Client
Who I help
If your team is still stitching together spreadsheets, disconnected SaaS products, and manual workarounds to run core operations, you're who I build for.
-
Is your field team drowning in paperwork?
I automate the entire document-to-billing flow so technicians stop losing hours to manual entry.
-
Is your research team still collecting data by hand?
I automate ingestion from dozens of sources into a single audit-ready dataset.
-
Is revenue leaking through process gaps?
I build platforms that close billing gaps and eliminate manual reconciliation.
-
Are your operations too complex to coordinate?
I build the integration layer that connects your disconnected teams, tools, and systems.
How I help
-
Custom Platform Build
Replace disconnected tools and manual data entry with a single platform that handles your entire workflow.
Capture, processing, reporting, and billing — all in one system.
-
AI Integration
Add intelligent document processing, knowledge assistants, or workflow automation to existing systems.
LLM pipelines, RAG systems, and AI agents — integrated where AI genuinely solves the problem.
-
Ongoing Technical Partnership
Architecture, development, and evolution of your platform as your business grows.
Many clients start with a build and stay for years, including a 13+ year ongoing relationship.
What clients say
Why choose me
| What matters | Typical agency | Working with me |
|---|---|---|
| Architecture | By someone you'll never meet | By the person writing your code |
| Business context | Filtered through middlemen | Built into every decision |
| Continuity | Team rotates, high turnover | 13+ year active partnership |
| AI judgment | Bolted on as a line item | Only where it genuinely helps |
| Accountability | Diffused across layers | Direct, single-owner responsibility |
How I work
Discovery
I ask the questions that surface real requirements, constraints, and budget.
Architecture & Planning
You'll understand the "why" behind every technical decision before building.
Build & Iterate
Production-grade code with regular check-ins — no disappearing for weeks.
Ongoing Partnership
Documentation, knowledge transfer, and continued development — my longest partnership is 13+ years.
Most engagements start with a single 30-minute conversation. Book yours →
"Jonathan's work is among the best I have seen: great technical skills, entrepreneurial mindset, and fantastic communication." — Alberto Jaramillo, Upwork verified
Common questions
Is one freelancer really enough for our project?
Yes, if it's the right one. You get a senior engineer who owns architecture, development, cloud infrastructure, and AI integration across the full stack. No handoffs, no communication overhead, no "let me check with the team." My longest client relationship is 13+ years and still active. I work 25–30 focused hours per week and don't take on more than I can deliver well.
How do I know you won't disappear mid-project?
49+ completed contracts, 100% Job Success on Upwork, 7+ repeat clients, and a 13-year active partnership. I scope work in phases so you always have working code, full documentation, and a clean handoff at every milestone. In 11,000+ billable hours, I've never left a client stranded.
Tell me what's slowing your team down.
I'll give you a straight answer on what to build and what not to. Free 30-minute Discovery Call. No pitch deck. No obligations.
Custom-built platforms that eliminate manual data entry, connect your systems, and let your team focus on the work that actually grows revenue.