πŸ‘‹ It's me, Elvis Li

Building Digital Solutions
& Data Infrastructure.

Based in Canada πŸ‡¨πŸ‡¦. A Full-Stack Developer & CompTIA Certified Specialist passionate about scalable pipelines, machine learning, and secure cloud architectures.

Credentials & Location
CompTIA Security+Canada πŸ‡¨πŸ‡¦
Elvis Li smiling handdrawn avatar
Elvis Li
Elvis AI AgentAgentic
DURABLE EDGE ACTIVE
AI
Hello! I'm Elvis Li's RAG AI assistant. Ask me about my data engineering pipelines, full-stack projects, or CompTIA Security+ certification!
Interviewer Quick Inquiries
Stateful Edge Container: Llama 3.1 8B Durable Memory Active
✍️ Engineering Blog

Engineering Logs

DevOps, SaaS & UI/UX Insights

Explore my personal technical writings where I dissect advanced distributed architectures, full-stack Next.js optimization pipelines, custom container virtualization, and secure system auditing.

Next.js Static ExportDocker hard policyGemini & ClaudeSecurity Auditing
CybersecurityMay 24, 2026

Prototype Pollution Reloaded: Deep-Diving n8n's Five 9.4-Score RCE Vulnerabilities

A rigorous technical analysis of the May 2026 vulnerabilities in the n8n automation platform. We dissect how JavaScript Prototype Pollution in xml2js chains into Remote Code Execution.

EngineeringMay 24, 2026

Google Antigravity 2.0: Pure Genius or Just an Expensive Token Burner?

Google just dropped Antigravity 2.0 at I/O. Is it the agent-first savior of software engineering, or a runaway database-wrecking train? Let’s break down the suite.

CybersecurityMay 23, 2026

The 11-Minute Nightmare: Inside the Nx Console VS Code Extension Compromise

A deep-dive analysis of the May 2026 supply chain attack on the Nx Console extension. We reconstruct the 'Orphan Commit' exploit and discuss how threat groups are hunting for developer AI assistant credentials.

Core Technology Stack

# Data Engine
Data EngineeringPythonSQL & NoSQLETL Pipelines
# AI & Agentic
RAG & Vector DBAI AgentsMachine Learning
# Full-Stack
Next.jsReactiOS DevelopmentSwift
# Cloud / Sec
Cloud ComputingDockerLinux AdminGit/CI/CDCybersecurity

Real-Time Data Pipeline

Automated Crypto & News ETL
ETL RUNNING
[EXTRACT][TRANSFORM][LOAD]
Throughput Rate450 rec/s
STARS PROJECTDesigned for iOS App Store

Meet DueNest 2.0

DueNest is an intuitive iOS productivity application tailored for university students to track deadlines and manage course schedules. Designed with a premium custom UX and iCloud sync to safeguard your semester workload.

πŸ€– AI Agent Pipeline

Autonomous News Agent

Intelligent News ETL Pipeline

An automated multi-agent system utilizing large language models to incrementally extract, semantically analyze, filter, and restructure global news into schema-validated JSON optimized for multi-platform publishing.

TypeScriptLangChainGemini AIMongoDBGitHub Actions
Agentic Orchestrator v1.0
CRON STATUS: ACTIVE
1

πŸ•΅οΈβ€β™‚οΈ Incremental News Extractor

SUCCESS

Pull articles since last timestamp

2

🧠 AI Semantic Analyst (Gemini)

ACTIVE

Filter noise, analyze politico-economic relevance

3

✍️ Structured JSON Writer

PENDING

Generate schema-validated payload

4

πŸ—„οΈ Serverless PostgreSQL Loader

PENDING

Upsert into news_briefings database

> npm run agent:pipeline --force-incremental

> [INFO] State loaded. last_run: 2026-05-23T14:00:00Z

> [EXTRACT] 14 new articles ingested from global streams.

> [ANALYZE] Gemini Flash filtering completed. 4 high-impact events identified.

🧠 RAG Vector Intelligence

RAG Personal AI Robot

Ask My AI Assistant Anything

Why browse a static resume when you can query a living database? I've integrated my entire professional journey, credentials, and full-stack project blueprints into a secure, high-performance RAG-powered AI model.

Retrieval-Augmented GenVector EmbeddingsLLM AgentSecure Data Privacy
πŸ’¬
1. User Query
🧠
3. Context Prompt
Vector
2. Similarity Scan
[SYSTEM READY] Semantic RAG Pipeline Activated
πŸ› οΈ Creative Portfolio

Creative Works

Full-Stack Apps, Scripts & Maps

Step inside my full creative catalog. From native iOS applications with interactive mascot engines to projection simulator studios, SaaS hubs, and serverless Neon databases, I specialize in crafting elegant developer solutions.

iOS SwiftNeon PostgreSQLLangChain RAGProjection MappingVite & Cloudflare
βš™οΈ Expert Services

Professional Services

High-End Full-Stack Development

I deliver state-of-the-art software solutions tailored to secure and accelerate your digital roadmap. Focused on scalable cloud integration, seamless mobile interfaces, and database performance.

SaaS ArchitectureApp Store SwiftDatabase TuningsCompTIA Security+

πŸ’» Web Development

Custom responsive websites and scalable SaaS hubs using modern React, Next.js, and Cloudflare Pages.

πŸ“± iOS App Development

Premium, native iOS applications built with Swift/SwiftUI, supporting iCloud multi-device sync.

πŸ›‘οΈ Security & Auditing

CompTIA Security+ certified audits, vulnerability scanning, secure containers, and database hardening.

πŸ“¬ Get in Touch

Start a Project

Let's Build Amazing Things

Have an application, database pipeline, or automated system you need built securely? Reach out today to discuss collaboration, contracts, or select developer opportunities.

Fast ResponseClient ConsultingCanada Available πŸ‡¨πŸ‡¦Contract & Full-Time
🟒 OPEN FOR ENGAGEMENT

Canada & Remote πŸ‡¨πŸ‡¦

Currently accepting select custom application architecture contracts, serverless database audits, and full-time senior engineering opportunities.

Secure MessageUse the contact form to reach me securely! πŸ“¬Scroll down once more to loop back to top! πŸ”„
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