Systems & automation engineer. I take the operations a team grinds through by hand, rebuild them as end-to-end systems, then put AI agents on top so the machine runs without supervision.
Track record
Most engineers can build a workflow. I build the full go-to-market system and run it against real client revenue. Here is what that has looked like.
Things I've shipped
Not toy demos. Production systems with real integrations, real users, and real revenue attached. Most run behind client auth, so I'm happy to give a live walkthrough on request. Click any screenshot to see it up close.
Real-time Meta ad-spend and lead-attribution dashboard. Pulls cost-per-lead across contact-match tiers (direct / probable / unresolved), then drills down campaign → ad set → creative so you see exactly how many confirmed, CRM-matched clicks each individual creative produced and what each one cost. That's the report that decides which creatives live or die. Deployed on Cloudflare with zero-trust access and CI/CD.
The LinkedIn outreach machine I run across client accounts: lists built and enriched in Clay, sequenced through HeyReach, replies routed into a unified pipeline. Last 3 months alone: 43,702 connection requests sent, 10,228 accepted, 3,814 replies, and 1,135 leads tagged interested. Real numbers from the live dashboard, account names redacted.
The table that earned my Clay Expert certification. Fully end to end: 3,700+ leads enriched and cross-referenced against the client's existing LinkedIn connections so conversations open around a real mutual, each lead's LinkedIn summary pulled in, and the client's actual past replies fetched from Supabase so the AI writes hyper-targeted sequences in the client's own voice, not generic templates. Conditional run logic gates every step, so credits only get spent on leads that qualify. Lead data redacted.
Multi-source B2B lead scraper (Google Maps, Yelp, Yellow Pages, Search) with anti-detection controls, advanced filters, saved presets, and CSV / Excel export. A deployable lead-gen platform, not a script.
A platform of autonomous "AI employees" I built and operate for clients. Each one owns a real role end to end: a GTM employee that sources, enriches, sequences, and drafts replies; an Ads Manager employee that watches spend and flags wasted budget; a reporting employee that compiles client updates. They run on a shared memory and task layer, so they keep working without supervision.
A client-facing reporting suite, grown into a full product: a branded live client dashboard behind login auth, a Meta Ads reporting tool, and a LinkedIn outreach tracker with per-sender and per-client breakdowns. Pulls HeyReach (LinkedIn), Smartlead (email), and Meta Ads metrics into live reports and automated email summaries, and exports one-click to CSV, Google Sheets, or Apps Script. Sold to multiple clients and white-labeled to each one's logo and brand colors. It killed the manual weekly reporting that eats every agency's time.
A multi-client CRM built on Airtable interfaces. Every reply from every email and LinkedIn sequencer lands in one place, then moves through kanban stages: open conversation → interested → meeting booked. One view to manage pipeline across 15+ client workspaces. Lead names redacted.
Built for a recruitment client (via Upwork). Automates the manual grind of candidate handling: inbound applicants get captured, parsed, and enriched into clean, recruiter-ready records instead of sitting in an inbox, so the recruiter spends their day talking to candidates instead of copying data between tabs.
Client signal
Real quotes from real engagements. The video is straight from the client.
[Ert's platform] transformed our entire business, helping us reduce operations by 10x and the quality of automated outbound was beyond expectation!
Ert set up a system for us to identify customer leads, add them to our crm and approach them using N8N, Salesforce and Apify. He was great to deal with, went above and beyond and is a valued partner. I recommend you to work with him
Before working with Ert, we were piecing together a manual, disjointed lead gen process. He streamlined our lead gen and qualification so our systems actually talked to each other. Methodical, proactive, takes ownership, and went above and beyond.
Stack
The tools I use daily to design, ship, and run go-to-market systems.
Contact
Open to new GTM and AI automation projects. Fastest way to reach me is email.