Vernon Allen Fajilan
AI Automation & Data Engineer
Hey
I'm Vernon Allen Fajilan,
AI Automation & Data Engineer
I bridge the gap between backend data architectures, RAG frameworks, and automated workflow engines. Specializing in Python, SQL, and n8n orchestration.
01 / ABOUT ME
[ professional bio ]Designing robust data pipelines, RAG integrations, and AI workflow systems.
I specialize in designing and engineering custom backend data pipelines, RAG frameworks, and automated workflow integrations. By leveraging Python, SQL, PostgreSQL, vector databases, Node.js, and n8n, I build high-efficiency automated pipelines that parse raw unstructured data, coordinate AI agents, and sync critical systems.
My engineering experience spans core backend pipelines—specifically crafting custom API integrations, automating customer data synchronization across CRM/SaaS databases (e.g., HubSpot/Slack/Apollo), and deploying vector retrieval RAG architectures.
B.S. Computer Science
University of the Philippines Los Baños
- Graduating GWA Metric:1.50 GPA
- University Scholar:5x Recipient
- College Scholar:2x Recipient
- Specialized Study:NLP in Spec Problem
Class Salutatorian, STEM Strand
CNHS Special Science Class
02 / CORE CAPABILITIES
[ developer stack ]03 / WORK HISTORY
[ background timeline ]AI Automation Specialist
Journey Better Business Group Inc.
- ▪Constructed and orchestrated automated pipelines for lead generation, enriching prospect data and directing leads into targeted outreach or immediate follow-up efforts.
- ▪Streamlined complex corporate reporting processes by pulling data streams from advertising networks, CRM platforms, and marketing suites to output consolidated reporting dashboards.
- ▪Coded efficient custom scripts and web-scrapers to automate raw data gathering from diverse online portals, overcoming platform constraints.
- ▪Applied prompt design and optimization techniques to API payloads to improve token efficiency and reduce response latency.
Full-Stack Developer
BIDANI UPLB
- ▪Developed robust SQL queries across 100+ database reports to list, filter, categorize, and tabulate demographic data of household members.
- ▪Refactored a data import pipeline to securely load, validate, and merge child medical records from xlsx files into the relational database.
- ▪Designed administrative dashboards showing system progress and demographic distribution across categories like age and sex.
Software Developer Intern
NEC Inc. Ph
- ▪Built an MVP controller application for a hardware robot using Flutter, providing complex navigational menus and interaction UI.
- ▪Designed technical app blueprints in Figma and detailed product workflows mapping visual triggers to physical actions.
05 / WORKFLOW SIMULATOR
[ live n8n orchestration ]Simulate Active n8n Pipelines
Select a pipeline project card from the list to spin up a mock container, inspect nodes, and verify workflow logic.
04 / SHOWN PROJECTS
[ functional catalog ]Get Hired!
An automation-driven background platform built to optimize technical job hunts. Operates daily cron tasks scanning global portals, indexing matching roles, aligning resume keywords with Gemini prompt architectures, and emailing optimized drafts.
142
Portals Scanned
18
Matched Stack
12
Resumes Sent
[System] Agent initialized.
[Ready] Daily sweeps ready.
Dataflow ETL Pipeline
A high-throughput backend ETL synchronization engine designed to parse, validate, and write form submissions into PostgreSQL clusters. Handles incoming webhooks, processes payloads with Google Gemini for extraction, and performs bulk upserts with automatic retry queues.
42.8 KB
124 ms
Synced Successfully / 0 Errors
Ask PAGASA
A RAG-powered chatbot parsing official bulletin PDF files from the weather bureau. Automatically retrieves active storm advisories and converts complex meteorological terms into simple, conversational local advisories.
Waiting for query input
Select a sample query on the left to test the retrieval workflow.