Overview • Profile
Arnel Baylon
Software Engineer • Generative AI Systems
I bridge frontier generative AI models with production-grade software engineering. I build autonomous multi-agent loops, intelligent RAG pipelines, and modern full-stack web applications designed for real-world impact.
I turn raw AI capabilities into dependable, intuitive systems that users interact with every day.
Featured Systems & Projects
Pixel Crew (PixelAgents)
Autonomous 23-Agent Software Engineering Swarm
Autonomous multi-agent software engineering framework simulating a 23-person tech startup department. Coordinates specialized agent roles (Creative Director, UX Planner, Frontend, Backend, Security Sentinel, Performance SRE) via Directed Acyclic Graph (DAG) task loops.
AI coding tools produce generic slop and lack cross-disciplinary coordination between frontend, backend, and security.
Enforces strict 64-pattern anti-slop rules, AST context pruning, and parallel swarm DAG review gates across Cursor, Kiro, and modern AI IDEs.
Core Technical Deliverables:
- ✦23 Specialized Agent Personas operating in parallel execution DAGs
- ✦Anti-AI-Slop engine enforcing mathematical fluid clamp typography and bespoke layouts
- ✦AST symbol-graph context extraction slashing prompt token overhead by 60%+
- ✦Retro gamified pixel-art startup office visualizer streaming real-time agent activity
Projects
PaceMentor
AI-powered running coach with adaptive training plans, real-time GPS tracking, and Strava integration — from first steps to personal best.
Present Po
Workforce attendance and time-tracking platform with scheduling, geofenced presence monitoring, AI journaling, and automated reporting.
Hospital Queuing System
A centralized local queuing and triage system with Groq LLM integration developed during a 486-hour internship at General Emilio Aguinaldo Memorial Hospital.
yhel.os
All-in-one operating system and client CRM for independent developers featuring kanban engines, instant proposal generators, and webhook integrations.
Experience
Completed an intensive 9-week enterprise AI and business automation workshop at the AWS Philippines Office in BGC, winning the prestigious "Best Business Impact" award for architecting and defending the FinOps AI Dashboard platform.
- Won the prestigious "Best Business Impact" award at the final capstone presentation after pitching and defending the FinOps AI Dashboard to AWS Enterprise Solutions Architects.
- Architected and delivered the hands-on capstone project utilizing Amazon Quick Spaces for automated policy compliance and Quick Flows for instant invoice-to-PO reconciliation triggers.
- Engineered bi-directional Google Workspace connectors (Gmail receipt ingestion, Calendar audit deadlines, Sheets live reporting) enabling sub-second automated financial reconciliation.
- Completed the 9-week intensive builder curriculum mastering enterprise AI agents, prompt optimization, and cloud solution architecture.
Stack & Arsenal
Frontier AI & Agentic Loops
12 Technologies & FrameworksFrontend & Mobile Engineering
11 Technologies & FrameworksBackend & Database Architecture
15 Technologies & FrameworksCloud, DevOps & Observability
10 Technologies & FrameworksCertifications & Accreditations
Official AWS Honors & Issued Certificates
Presented by AWS User Group Philippines (AWSUG.PH) at AWS Headquarters BGC
Certificate of Recognition — Best Business Impact
Awarded for outstanding performance and demonstrating the Best Business Impact at Capstone on Quick! QuickQuest Finale: Build Responsibly for architecting and defending the FinOps AI Dashboard.
Certificate of Participation — Capstone on Quick! Finale
In recognition of active participation and valuable contribution to Capstone on Quick! QuickQuest Finale: Build Responsibly, building and defending production-grade cloud and AI architectures.
Certificate of Participation — QuickQuest Workshop Series
In recognition of active participation and completion of the AWS BuildNights QuickQuest Workshop Series, having attended more than 4 in-depth enterprise cloud sessions.
Professional Cloud & AI Accreditations (Credly Badges)
11+ Verified Digital Competency Badges across Modern LLMs, Vector RAG, and Cloud Architecture
IBM Professional AI Specialization
IBM
AWS Cloud & Generative AI
Amazon Web Services
Lean Six Sigma — White Belt
Six Sigma
Education
Cavite State University — Trece Martires Campus
Bachelor of Science in Information Technology (BS IT)
Key Academic Focus & Coursework:
Artifact Gallery & Milestones
FinOps AI Dashboard Defense @ AWS Office BGC
Winner Certificate: Best Business Impact (DevOops)
AWS Cloud Architecture Session
Amazon Quick Flows & FinOps Ingestion Pipeline
Engineering zero-latency automated invoice matching triggers and financial compliance verification engines using Amazon Quick.
AWS Enterprise Strategy & Business Development
Hospital AI Queuing Presentation to Medical Section Heads
GEAMH Provincial Hospital Clinical IT Deployment
VCM HRIS Automated Payroll Capstone Defense
Better Trece Martires Public Open Data Platform
eGov Hackathon 2026 — Top 30 National Winner
Collaborative development of e Buddy, the agentic citizen assistant delivering unified government service access and biometric verification.
DICT eGov Philippines Hackathon Sprint
Echelon 2026 Tech & Innovation Summit
Sandbox Innovation & Multi-Agent Swarm Ideation
Echelon 2026 Official Tech Summit Delegate
AWS BuildNights Cohort @ Arthaland Tower BGC
AWS Cloud & Agentic AI Architecture Lab
Deep-dive implementation lab configuring generative AI workflows, API orchestration, and serverless compute primitives during AWS BuildNights Day 3.
AWS Architecture Review & Solution Defense
eGov Hackathon Architecture Ideation
eGov Technical Mentorship & Guidance
eGov Team Intensive Development Sprint
eGov Final Pitch & Demonstration Prep
eGov Top 30 National Recognition Ceremony
Celebration and recognition of the team placing in the Top 30 nationwide at the DICT eGov Philippines Hackathon 2026.
GEAMH Clinical Informatics Presentation
PaceMentor Mobile Architecture & Strava Sync
PaceMentor GPS & Strava Field Testing
Present Po B2B Workforce & OJT SaaS
FinOps AI Automation Platform Suite
Get in Touch
Let's build something exceptional together.
I'm always open to discussing new engineering projects, AI agent implementations, full-stack consulting, and full-time software engineering roles.