Ship AI automationthat survives production
For operations-heavy teams and B2B product companies that need reliable workflows—not slide decks.
From strategy to integration: custom AI and automation that maps to your metrics, stack, and timeline.
About Me
I'm a software engineer focused on outcomes: fewer manual steps, clearer data, and systems that hold up after launch. I work best with teams that measure success in throughput, cost, or revenue—not novelty demos.
With 7+ years across machine learning, NLP, and cloud architecture, I've shipped work for healthcare, finance, manufacturing, retail, and real estate—always anchored to the problem you need solved this quarter.
I also write short engineering notes on production LLMs, automation, and reliability.
Core Skills
Services
Consulting, custom builds, and automation—scoped to your stack and success metrics
AI Strategy Consulting
Develop comprehensive AI strategies tailored to your industry and business goals.
- ✓AI readiness assessment
- ✓Custom AI roadmap development
- ✓Technology stack recommendations
Custom AI Solutions
Build bespoke AI automation systems designed for your specific business needs.
- ✓End-to-end AI system development
- ✓Machine learning model training
- ✓API integration and deployment
Process Automation
Automate repetitive tasks and workflows to increase efficiency and reduce costs.
- ✓Workflow analysis and optimization
- ✓RPA (Robotic Process Automation)
- ✓Integration with existing systems
Featured Projects
Deep work for Canadian realtors and mortgage professionals—workflow, owned web presence, nurture, and community visibility
Estate Pipeline
Workflow hub for real estate teams—client pipelines, critical deadlines, and deal stages from shortlist to close.
Teams replace fragmented tracking with a single source of truth for listings and client journeys—from shortlist through close—with fewer dropped handoffs.
Agent listing & SEO hub
Personal brand site with listing-forward pages, local SEO, and share-ready previews—so agents own discovery beyond portals alone.
An owned channel for listings and credibility in local search and social shares—prospects land on your brand, not only a third-party listing ID.
Newsletter & community hub
Branded content home plus email programs so past clients and your sphere stay warm between deals and referrals.
Repeatable nurture: one place to link from email and social, consistent voice, and clearer paths to book a call or download a resource—without rebuilding the wheel each month.
Social presence & community orchestration
Planning layer and tooling so Instagram, Facebook, and LinkedIn stay active with listing-aware content—without juggling five tabs daily.
Steadier visibility in the communities you serve, aligned messaging for the team, and less context switching—so marketing supports closings instead of competing with them.
Recommendations
From people I've worked with in other contexts—teammates, mentors, or technical collaborators. These are not paid client testimonials; those will be labeled clearly when I add them.
I'm collecting short, permissioned quotes from engineers and mentors I trust. In the meantime, I'm happy to offer references after an intro call when there's a serious fit.
If we've worked together and you're open to being listed here, get in touch—I'd appreciate it.
Have a workflow or product gap?
Tell me the problem, the metric you want to move, and your timeline. I'll reply with whether I'm a fit and what a sensible first milestone looks like.
Get in Touch