Vertice AI

Senior Software Engineer
2025
–
Software Engineer
2024
–
25
Vertice AI
Vertice AI Login Redesign

Vertice AI is a fast-growing B2B fintech SaaS company serving 80+ credit unions and banks with data-driven AI solutions and growth automation products for 6M+ members, building the agentic growth engine for financial services — winner of FinovateFall 2025 Best of Show.

I'm working as a Senior Full-Stack Software Engineer building data-intensive AI products, production ML workflows, and real-time integration systems. I lead analytics & ML systems while contributing as a senior IC across full-stack & scalable systems. I deliver customer-facing applications & ML pipelines processing 60M+ relational records weekly & supporting 3X+ YoY client growth.

I own products end-to-end from 0→1→100 owning architecture, implementation, & scaling across data, backend, & frontend systems in a high-agency environment.

ML Systems

  • Rebuilt Vertice’s Propensity ML system with a scalable multi-model architecture & clean, extensible pipelines for growth, churn, & conversion predictions, improving reliability, deployment efficiency, & collaboration between DS & Devs PythonPandasNumPyscikit-learnAWS S3AWS ECRAWS ECSSQLPostgreSQL

  • Partnered with the DS team to rapidly productionalize 4 new ML models in 2026, integrating them into scalable prediction workflows that eliminated manual execution & transformed R&D prototypes into AI decisioning products for optimized growth

Integrations & Automations

  • Architected a durable, scalable integration system to 10+ external marketing platforms (HubSpot, Salesforce, Act-On, etc.), eliminating 95%+ of user manual workflows & bridging AI-driven recommendations with downstream campaign execution TypeScriptTemporalREST APIsTTL CacheRetryIdempotencyPostman

  • Built marketing automation workflows & features, leveraging propensity models to power AI-driven cross-sell decisioning, automate 90%+ of campaign planning, & deliver personalized growth opportunities at scale TemporalIntegrations

  • Introduced Temporal in backend infrastructure, architected a durable execution layer with automatic retries & fault tolerance, achieving 99%+ availability & near-zero workflow failures across automations, integrations, & AI agents TemporalWorkflow OrchestrationDocker

Product & Analytics

  • Built & scaled Vertice’s entire 4 Reports & Export features from 0 to 1, architecting a reusable framework that powered 4 report types used by client executives for decision-making; cut development time from weeks to 3 days through reusable code PythonSQLTypeScriptExpressReactMaterial UIPostgreSQLJSONreact-to-pdfDatabase Index

  • Shipped 4 Explore experiences for deeper behavioral & segment insight & faster analysis-to-action

  • Introduced PostHog for product analytics, tracking 50+ key events to enable data-driven product decisions & customer success insights; built a simple backend reverse proxy to avoid data loss from ad blockers affecting ~20–40% of users

Platform & Infrastructure

  • Led major foundational refactoring initiatives, delivering a clean, modularized Analytics pipeline with structured logging across 10+ services & establishing the organization's approach to accurate datetime handling to improve reliability Abstractiontc39/proposal-temporal

  • Enhanced multi-tenant platform capabilities enabling scalable customerization for 80+ clients without client-specific code

Beyond Scope