Experience
Oct 2025 —
Present
Present
AI Systems Developer
Freelance / Self-employed
- Design and develop AI-powered applications using Claude and other LLM APIs.
- Translate business requirements into scalable AI logic, prompt architecture and backend workflows.
- Engineer role-based, constraint-driven instruction frameworks to improve model reliability and consistency.
- Integrate AI systems with APIs, CRMs and automation platforms into end-to-end solutions.
- Test, evaluate and optimise AI outputs for accuracy and production-level performance.
- Architect reusable AI components and modular workflow systems, documented for maintainability.
Ongoing
Co-founder & Systems Lead
Scale With System — KMH Web And Tech Solutions
- Co-run a consultancy helping agencies and digital businesses scale through automation, CRM strategy and AI-enhanced funnel infrastructure.
- Supported multiple 6–7 figure client launches with system-driven growth models.
- Built and operate a commercial white-labelled CRM and marketing platform for the Philippine market across two pricing tiers, including local payment integration.
- Delivered systems for clients across real estate, insurance and debt relief, auto dealerships, coaching, education, hospitality and government.
Sep 2024 —
Sep 2025
Sep 2025
Automation & AI Technical Specialist
Freelance / Self-employed
- Built lead-nurturing and sales follow-up automation using GoHighLevel and LLM tooling.
- Developed end-to-end training and recruitment systems; managed membership and onboarding workflows.
- Implemented marketing automation to streamline internal operations and client communication.
Sep 2025 —
Feb 2026
Feb 2026
Healthcare Advocate, Tier 2
Conduent
- Tier 2 support for complex healthcare benefits, billing and prescription drug inquiries.
- Advanced guidance on formularies, medication tiers and coverage stages under regulatory compliance requirements.
2020 — 2024
Online Business Manager · Ecommerce Copywriter
Freelance / Self-employed
- CRM administration, funnel and website builds, and email marketing for coaching, consulting and debt-relief clients.
2019 — 2020
Consultant · Customer Coach
Cloudbeds — remote
- Onboarded and supported hotel properties through SaaS implementation.
- Troubleshot escalated issues and authored tutorials for the product knowledge base.
2018
Inside Sales Solutions Specialist
Open iT, Inc.
- Sold software solutions into an assigned territory; ran high-level demos for line-of-business and IT decision makers.
- Generated pipeline through outbound campaigns; maintained forecasting against quarterly targets.
2011 — 2018
Technical Support & Customer Service
TELUS International · Teleperformance · NCCC Mall · Radyo Natin
Technical support across desktop and mobile platforms, B2C service on the Comcast account, and earlier retail and broadcast roles. Full detail on request.
Selected projects
Apr — Aug
2026
2026
Sales Coach AI — AI pipeline layer
TypeScript · Claude API · Fastify · Next.js · BullMQ
- Real-time sales coaching over live calls; monorepo with a Fastify API, Next.js client using live tab capture, and a BullMQ worker running Claude pipelines against call audio, backed by Postgres, Redis and R2.
- Built by a team of six; I own the AI layer — coaching pipelines and prompt architecture in
packages/ai. - Wrote the cue-evaluation harness gating coaching output against a scripted quality bar rather than manual review.
- 80 of 285 commits — the largest single contribution.
Ongoing
Scale With System CRM
GoHighLevel · SaaS operations · payments
- White-labelled sales and marketing platform for the Philippine market: CRM and pipeline, scheduling, funnel builder, course portal, unified inbox and local payment integration.
- Two commercial tiers with live paying customers.
Weekly
Practical AI App Development — live training
Teaching · developer education
- Free live weekly training taking complete beginners from an idea to a deployed AI application using AI coding agents.
Skills
AI
Claude API · LLM integration & orchestration · prompt architecture · model behaviour control · output evaluation · AI coding agents
Automation
GoHighLevel · HubSpot · n8n · Make · Zapier · AI-driven CRM systems
Programming
Python · TypeScript · JavaScript · Node · Fastify · Next.js · REST APIs · webhooks
Data
Postgres · Drizzle · Redis · BullMQ · SQL
Infrastructure
Docker · Railway · Cloudflare R2 · Playwright · Git
Adjacent
SaaS operations · email marketing · funnel design · project management · UI/UX
Education
2016 — 2017
Master of Business Administration
Rizal Technological University
2009 — 2013
BS Business Administration — Financial Management
Bukidnon State University
Certifications
Project Management Simplified
Cybersecurity Awareness: Phishing and Whaling
Languages
English
Fluent
Filipino
Native