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KpG782/README.md

Hi, I'm Ken Patrick Garcia

AI Full-Stack Engineer β€” Production RAG Β· AI Agents Β· Full-Stack Systems

Portfolio LinkedIn Gmail


About Me

const ken = {
    location: "Manila, Philippines (Remote-ready)",
    role: "AI Full-Stack Engineer @ Romega Solutions",
    building: ["Production RAG systems", "AI agents", "Full-stack platforms"],
    shipped: "42K-LOC internal ops platform β€” solo, in ~3 months",
    stack: ["Next.js", "TypeScript", "FastAPI", "Supabase", "pgvector", "Claude API"],
    principle: "Ship AI that survives contact with real users β€” not just demos",
};

I build production AI systems that hold up under real load β€” RAG pipelines, autonomous agents, and full-stack applications taken from idea to live deployment, often solo.

Most recently I shipped an all-in-one internal operations platform on my own in about three months: 46 pages, 56 API routes, a 31-table Postgres schema, ~42K lines of TypeScript β€” native ticketing, a recruiting ATS, an LMS, and LLM-powered reporting, plus a zero-downtime migration off a third-party PM SaaS.

My focus is the engineering that makes AI dependable, not just impressive in a demo: retrieval that surfaces the right context, agents that fail gracefully, and architectures built for reliability, cost, and scale from the first commit. AI outputs land in human review queues β€” never auto-published. I care less about what looks good on stage and more about what's still running at 2 AM.

Recent Highlights:

  • πŸ† Champion β€” C(Old) (St)art Hackathon 2025 (Old St. Labs)
  • πŸ₯ˆ 1st Runner-Up β€” InfoTech Olympics 2025 (PaceBeats)
  • 🎯 National Top 10 β€” DOST-TAPI ClustRICE 2025 (HerbaLens, 53 entries)
  • 🎀 Speaker β€” Qwen Meetup Manila #2 (Alibaba Cloud PH)

Professional Experience

AI Full-Stack Engineer @ Romega Solutions Β· Remote Jul 2025 – Present

  • Shipped an all-in-one internal operations platform solo β€” 46 pages, 56 API routes, a 31-table Postgres schema, ~42K lines of TypeScript in ~3 months (PM/ticketing, attendance, recruiting ATS, LMS, AI reporting).
  • Led a zero-downtime migration off a third-party PM SaaS: rebuilt ticketing natively (kanban, sprints, comments, activity feeds), migrated SQLite β†’ Supabase Postgres with Drizzle ORM, replaced custom JWT auth with Supabase Auth + Google OAuth.
  • Integrated LLM features (executive briefings, AI status-report drafting) and n8n automations (resume parsing, applicant comms, multi-step onboarding) into business workflows β€” outputs route to human review queues, never auto-publish.
  • Shipped production RAG chatbots with vector embeddings (ChromaDB Β· sentence-transformers Β· Gemini) for customer interactions and workflow automation.

Lead Software Engineer @ PaceBeats Β· Remote Aug 2025 – Mar 2026

  • Architected a biometric music platform (1st Runner-Up, InfoTech Olympics 2025): WearOS app (Kotlin, Health Services API), Android app, React/TypeScript dashboard, Supabase backend.
  • Built a hybrid recommendation engine combining rule-based pace-to-BPM mapping with content-based ML scoring β€” real-time playlist adaptation.
  • Engineered the WearOS companion: GPS tracking, heart-rate monitoring, Data Layer API sync, Spotify SDK, 8+ hour battery optimization.

Software Engineer (Contract) @ CodeVF Β· Remote Feb 2026 – Apr 2026

  • Built a real-time collaboration platform with WebSocket architecture for live debugging sessions between customers and engineers β€” bidirectional code review and remote assistance.

AI Workflow Automation Engineer @ University of Makati Β· Remote Jan 2026 – Apr 2026

  • Built n8n automation workflows to streamline administrative processes and data pipelines.

Earlier: VCM hardware deployment for COMELEC national elections (2025); enterprise SaaS technical support at Concentrix (2024).


Technical Skills

Languages

TypeScript JavaScript Python Kotlin SQL

AI / ML & Agents

Claude OpenAI LangGraph TensorFlow Scikit-learn Ollama

Frontend & Mobile

React Next.js React Native Flutter Tailwind CSS

Backend & Database

Node.js FastAPI PostgreSQL Supabase Redis Prisma

Cloud, DevOps & Automation

AWS GCP Docker GitHub Actions Vercel n8n


Featured Projects

βš–οΈ LexInSight

AI Legal Compliance Assistant

RAG-powered chat for navigating Philippine legal compliance, evaluated against a golden question set.

Stack: Next.js, RAG, Claude API, Vector DB

Highlights:

  • Retrieval-Augmented Generation pipeline
  • Golden-set evaluation for answer quality
  • Document analysis + conversational interface

View Project β†’

🎡 PaceBeats

Biometric Music Platform

Real-time music recommendation that adapts to a runner's pace and heart rate.

Stack: React Native, Kotlin, WearOS, Spotify API, Supabase, ML

Highlights:

  • πŸ₯ˆ 1st Runner-Up β€” InfoTech Olympics 2025
  • Hybrid ML recommendation engine
  • Real-time GPS & heart-rate monitoring
  • 8+ hour battery optimization

View Project β†’

πŸ“œ CertifiKit

Automated Certificate Generator

Open-source, self-hosted certificate platform with workflow automation and bulk processing.

Stack: Next.js, Tailwind CSS, n8n, PostgreSQL

Highlights:

  • Drag-and-drop editor
  • n8n workflow automation
  • Self-hosted on VPS
  • 99% Lighthouse performance

View Project β†’

🌿 HerbaLens

Medicinal Plant Recognition

Android app identifying medicinal plants with on-device computer vision.

Stack: Android, TensorFlow, Computer Vision

Highlights:

  • 🎯 National Top 10 β€” DOST-TAPI ClustRICE
  • Image recognition + validation
  • Plant information database

View Project β†’

πŸ”§ ARS (Auto Repair Service)

On-Demand Mechanic Platform

Mobile app connecting vehicle owners with professional mechanics.

Stack: Flutter, Firebase

Highlights:

  • πŸ… Best Paper (97%) β€” 8th Research Congress
  • Real-time service booking
  • Mechanic matching algorithm

View Project β†’

πŸ₯ CampusCare

Counseling Platform

Mobile guidance-counseling system with mood tracking and sentiment analysis.

Stack: Flutter, Firebase, AI/ML, Cloud Functions

Highlights:

  • Sentiment analysis integration
  • Real-time appointment booking
  • Secure mood-tracking system

View Project β†’


Achievements & Recognition

πŸ† Competition Awards
Achievement Event Year
πŸ₯‡ Champion C(Old) (St)art Hackathon, Old St. Labs 2025
πŸ₯ˆ 1st Runner-Up InfoTech Olympics 2025 (PaceBeats) 2025
πŸ… Best Paper (97%) 8th Research Congress, UMak (ARS) 2025
🎯 National Top 10 DOST-TAPI ClustRICE β€” 53 entries (HerbaLens) 2025
🎀 Speaking & Community
  • Speaker β€” Qwen Meetup Manila #2, Alibaba Cloud PH (2026)
  • Community Officer β€” AWS User Group PH, Community Day 2026
  • DataCamp Scholar β€” Data Engineering Pilipinas (selective program, 2025–present)
  • Technical Committee β€” UMak Computer Society, 15+ campus events

GitHub Activity

GitHub Stats Top Languages

Ken's github activity graph


Portfolio LinkedIn Email

Open to hard problems worth solving β€” AI systems, RAG, agents, and full-stack engineering.

Pinned Loading

  1. CampusCare CampusCare Public

    A comprehensive, AI-powered guidance counseling platform for University of Makati studentsβ€”featuring both web and mobile applications built with FlutterFlow and Flutter. CampusCare delivers a seaml…

    Dart 1

  2. 3D_Portfolio 3D_Portfolio Public

    Portfolio of Ken Patrick Garcia, AI Full-Stack Engineer.

    TypeScript 9 1

  3. certifikit certifikit Public

    A modern, open-source certificate generator built with Next.js 14 and Tailwind CSS. Create, customize, and export professional certificates with an intuitive drag-and-drop interface.

    TypeScript 1 1

  4. colmi-ring-webapp colmi-ring-webapp Public

    A professional, real-time web dashboard for Colmi R02/R09 smart rings built with Next.js 16, React 19, and Web Bluetooth API. Monitor your health metrics including heart rate, SpO2, steps, battery,…

    TypeScript 5 2