Hi, this is
Fam
Jack of all trades
Fam · Jack of all trades
Full-Stack Engineering · Applied AI · UX/UI · Automation
Independent, results-driven, and goal-oriented developer with over four years of combined experience in full-stack web development, graphic design, and UX/UI design. Currently specializing in AI Engineering with solid foundation in RAG, MCP, LLMs, embeddings, vector databases, AI agent development, and AI automations.
- Role
- Full-Stack Engineer
- Country
- Philippines
- Experience
- 2+ years
- Work Mode
- Remote
HighwayTMS
A multi-tenant transportation management system and dispatch console, designed and built end-to-end as the sole developer.
- Role
- Full-Stack Engineer
- Company
- HighwayTMS
- Timeline
- July 2026 – September 2026
- Location
- Michigan, US (Remote)
- Designed and built highwaytms.com end-to-end as the sole developer: a multi-tenant Transportation Management System and dispatch console for trucking companies.
- Built freight dispatch, fleet and driver management, and compliance tracking with Next.js, TypeScript, and Supabase PostgreSQL secured by Row Level Security.
- Implemented company-isolated document storage and PDF generation, shipped role-based access, CSV export, and CI quality gates, deploying to production on Vercel with Supabase Cloud.
Local Company
Full-stack CMS and client-booking UX, with AI-assisted scheduling, secure permissions, and confirmation workflows.
- Role
- Web Developer
- Company
- Local Company
- Timeline
- February 2026 – June 2026
- Location
- Philippines
- Designed and developed a full-stack CMS interface in Next.js and Supabase, integrating an AI chatbot with automated appointment scheduling (n8n) into a cohesive client-booking experience.
- Shaped the booking UX end-to-end — auth, permissions, and confirmation emails — keeping the flow secure without adding friction for the client.
- Integrated Supabase Auth email verification and Row Level Security with automated confirmation emails via the Resend API.
Lujo PH
User-centered UX/UI and interactive Figma prototypes for inventory workflows across a nationwide network.
- Role
- UX/UI Designer
- Company
- Lujo PH
- Timeline
- January 2026 – February 2026
- Location
- Remote
- Produced user-centered UX/UI and interactive Figma prototypes for an Inventory Management System, translating stakeholder requirements into intuitive workflows across a nationwide network.
WiBiz.AI / Digital Benefits Pte Ltd
Enterprise AI chatbots, CRM workflows, production website implementations, and international payment and lead-funnel automation.
- Role
- Automation Specialist
- Company
- WiBiz.AI / Digital Benefits Pte Ltd
- Timeline
- June 2025 – January 2026
- Location
- Singapore (Remote)
- Designed and deployed AI chatbots, knowledge bases, and CRM automation workflows in GoHighLevel and Make for enterprise clients.
- Designed website layouts in Figma and implemented them into production with Elementor, custom code, and React frameworks, partnering directly with the CEO on direction.
- Integrated Stripe payments and lead-funnel automation for a CRM platform launch across seven countries.
Athenus
A self-hosted AI learning pipeline with transcript-grounded retrieval, knowledge-graph context, and a provider-agnostic integration layer.
- Type
- Selected project
- Stack
- Python · FastAPI · Qdrant · Sentence-Transformers · Ollama · Docker · RAG
- Architected a self-hosted AI pipeline transforming learning materials into transcripts, semantic chunks, vector embeddings, and knowledge graphs, with per-stage progress telemetry.
- Built a context-aware AI agent combining dense vector search (Qdrant), BM25 re-ranking, and knowledge-graph context to ground answers and generated quizzes in timestamped transcripts with per-message citations.
- Designed a provider-agnostic AI integration layer across 6 AI providers, enabling fully local inference via Ollama alongside optional cloud services.
SnipShot
An end-to-end comic translation pipeline and desktop application, evaluated with a custom benchmark and a 30-user study.
- Type
- Selected project
- Stack
- Deep Learning · OpenCV · PyTorch · FastAPI
- Engineered an end-to-end deep learning pipeline integrating 5 pre-trained models for text detection, OCR, translation, inpainting, and rendering — 1.02% OCR Character Error Rate and 0.6139 BLEU-4, validated with a custom benchmarking script.
- Built a desktop application with FastAPI backend for asynchronous inference, ranked 2nd of 5 in a 30-user study against GPT, Claude, Gemini, and Grok (3.24/5 average).
Nexus
An internship management SaaS platform with event-driven n8n automation and resilient asynchronous notifications.
- Type
- Selected project
- Stack
- Next.js · TypeScript · Supabase · n8n · Docker
- Engineered an internship management SaaS platform with event-driven automation in n8n and centralized workflow deployments.
- Designed a resilient notification pipeline with API gateways, Dead-Letter Queue, and exponential backoff retries via Resend API, Slack, and Discord webhooks.
DarwinKPI
A KPI management platform with customizable dashboards, role-based tracking, and team and employee performance analytics.
- Type
- Selected project
- Stack
- Angular · Supabase · Node.js · Express.js · PostgreSQL · REST API
- Built a KPI management platform with customizable dashboards and analytics for monitoring employee and team performance.
- Implemented responsive interfaces with Supabase services, role-based tracking, and Chart.js visualization via REST API integrations.
HighwayTMS Outreach
An isolated, self-hosted n8n email-outreach system with queue-mode workers, database-enforced safety gates, and Next.js operator console.
- Type
- Selected project
- Stack
- n8n · Next.js · PostgreSQL · Redis · Docker · Brevo · Cloudflare Tunnel
- Built an isolated, self-hosted n8n email-outreach system for HighwayTMS with queue-mode workers, Postgres + Redis, and Mailpit as a safe local email sink.
- Implemented database-enforced safety gates: suppression on reply/unsubscribe/bounce/complaint, outreach-basis checks, and paused-by-default campaign start.
- Built an authenticated Next.js operator console (readiness dashboard, lead management, message copy, audit trail) with hashed-password auth and append-only audit logging.
- Shipped versioned DB migrations, deterministic tests, and setup guides covering local-first development and a Cloudflare Tunnel production path.
Education
Bachelor of Science in Computer Science
- Institution
- Local College
- Graduated
- July 2026
- Location
- Philippines
- Magna Cum Laude · 1.4 GWA
- Relevant coursework: Data Structures and Algorithms, Software Engineering, Database Management, Operating Systems, Intelligent Systems, Object-Oriented Programming, Data Science
Certifications
Professional certificates in AI engineering, deep learning, and generative AI.
- Issued by
- Google · IBM
- Certificates
- 4
- AI Professional Certificate — Google
- AI Engineering Professional Certificate — IBM
- Deep Learning with PyTorch, Keras, and TensorFlow — IBM
- Generative AI Engineering with LLMs — IBM
Skills
Engineering, AI, design, and automation.
- Languages:
Python · JavaScript · TypeScript · SQL · HTML/CSS
- AI/ML & LLM:
PyTorch · TensorFlow · Keras · Transformers · LangChain · LangGraph · RAG · Prompt Engineering · Embeddings · Model Inference
- AI Infrastructure:
Qdrant · Ollama · Knowledge Graphs · Semantic Search
- Computer Vision / NLP:
OpenCV · OCR · Image Inpainting · NumPy
- Frameworks & APIs:
Next.js · React · Node.js · Express.js · FastAPI · REST APIs
- Databases:
PostgreSQL · MySQL · SQLite · Qdrant · Supabase
- Tools & Platforms:
Git · GitHub · Docker · n8n · Vercel · Supabase · Figma
- Design:
UX/UI Design · Wireframing & Prototyping · Design Systems · Graphic Design