FEATURED
ERP / DATA SYSTEMS
NetSuite Migration Quality Control System
2026
Five reusable controls built to validate 76,000 records before ERP migration.
Hi, I'm
Nathan Fenomeno.
I build useful systems
from messy realities.
I build data, analytics, and automation systems for business operations. The goal is simple: turn messy records into decision-ready systems.
02
SELECTED WORK
Systems and models built to make messy data usable, repeatable, and decision-ready.
AI / WORKFLOW ENGINEERING
Brief-to-Proposal AI Automation Pipeline
2026
A governed pipeline that converts uneven partnership briefs into structured Google Slides proposals.
STATISTICAL ANALYSIS
Global AI Salary Drivers: A 151K-Record Study
2026
An assumption-led statistical study of salary patterns across the global AI and data market.
PREDICTIVE MODELING
VCT Match Outcome Prediction Model
2025
A logistic-regression pipeline built from professional match data and engineered performance features.
PROCESS INNOVATION / AGENTIC AI
Agentic Data Cleaning Operating System
2026
A tested, human-reviewed SOP for safe and repeatable AI-accelerated NetSuite data cleaning.
UP NEXT
Stay tuned.
03
ABOUT ME
I'm Nathan. I study data science and business, and most of my work sits somewhere between data, operations, and automation.
Outside class, I've worked on small businesses, research, internships, and student communities. This is the short version of what I've been up to.
01 / STUDYINGCLASS OF 2029
AIM × UH double degree
Data Science & Business Administration + Management Information Systems.
About the program ↗02 / BUILDING NOW ACTIVE
Founder & CEO
Likhai Solutions
A small team exploring practical AI workflows for solo operators and lean teams.
03 / BUILT & RAN2023 TO 2025
Founder & Owner
SwitchCentral Makati
A gaming-peripherals business I ran from research through fulfillment.
200+units sold₱400K+revenue
04 / PUBLISHEDSPRINGER NATURE
Research author
MIS4TEL 2025
I co-authored a chapter on AI-assisted mathematics learning.
DLSU GOLD RESEARCH AWARDView the publication ↗05 / LEADERSHIPAIM DSS
Founder & President
AIM Data Science Society
I started a student community for peers to learn, share work, and build together.
06 / CASE COMPETITION2026
TOP 5
Honorable Mention
Ateneo Blue Case Competition 2026
Read AIM's story ↗04
EXPERIENCE
Systems built, ventures operated, research published, and communities led.
2023 TO PRESENT
CURRENT WORK
Founder & CEO
Likhai Solutions
AI Engineeringn8nProcess Engineering
- Co-founded Likhai to move AI beyond chatbot prompts and into repeatable operational workflows.
- Focuses on automation systems for solo operators and lean teams.
ERP Systems & Data Quality Engineering Intern
ThruCloud Solutions & Consulting
NetSuiteAgentic AIProcess Innovation
- Designed five reusable validation tools across customer, vendor, and item master data.
- Served as Phase 2 process owner for the documented AI-accelerated cleaning workflow.
- Established an AI-assisted cleaning process projected to reduce processing time by 50% to 70%.
Data Modeling Intern
Eskwelabs
n8nAI AgentsProcess Innovation
- Designed the end-to-end generation workflow from brief intake to structured Google Slides output.
- Combined prompt chains, conditional routing, and a field-based output contract for repeatable proposals.
FOUNDING + LEADERSHIP
Founder & Owner
SwitchCentral Makati
Data AnalysisMarket ResearchOperations
- Sold more than 200 units and generated over ₱400,000 in revenue.
- Owned marketing, sales, inventory, fulfillment, market research, and sales KPI tracking.
Founder & President
AIM Data Science Society
LeadershipProgram DesignData Science
- Founded and leads the AIM Data Science Society.
- Also serves as Cohort Secretary for BSDSBA 2029.
RESEARCH
Research Author
MIS4TEL / Springer Nature
StatisticsData AnalysisResearch Design
- Presented at MIS4TEL 2025 and published by Springer Nature.
- Received the De La Salle University Gold Research Award.
05
UP NEXT / FUTURE BUILDS
Projects I want to explore as this portfolio grows.
A small look ahead.
EXPLORING
OPERATIONS INTELLIGENCE
A lightweight decision layer for recurring operational work.
Future build ↗EXPLORING
PERSONAL SYSTEMS LAB
A home for longer experiments in tools, workflows, and useful automation.
Future build ↗EXPLORING
RESEARCH ARCHIVE
A practical library for studies, field notes, and methods worth reusing.
Future build ↗06
PLAYGROUND / CURRENT EXPERIMENTS
Things I'm exploring right now.
Agentic AI + Agentic Workflows
Designing and evaluating agentic systems for operational and research work.
Process Design
Mapping end-to-end processes, controls, and handoffs before automating them.
Data Analysis & Machine Learning
Using analysis and predictive methods to turn messy data into decisions.
Business Automation
Connecting tools and workflows to reduce repetitive operational work.
Always building. Always learning.
Start a conversation07
LET'S BUILD SOMETHING USEFUL.
I'm open to internships, research collaborations, and projects where I can learn and contribute.