Lannon Khau
Full-Stack AI/ML EngineerAbout Me
I ’m Lannon Khau, a full-stack engineer with a passion for building AI-powered systems that solve real problems and spark curiosity.
My journey started with a desire to build and evolved into an obsession with integrating AI to create smarter, more human tools. Along the way, I’ve learned that great systems don’t just function, they listen, adapt, and invite us to explore ideas we never knew we had.
Engineer. Builder. Explorer.
I believe in building systems that capture human intelligence through visual mind mapping. By learning from behavior and real-time patterns, these systems can continually train AI to make more informed, context-aware decisions and not just outputs based on static training data. When we align AI with human intent, its responses become more focused, adaptive, and meaningful.
“I build AI-powered systems that explore the unknown and turn raw data into insight, clarity, and creative tools.”
2021
Graduated from CSUF & Rhombus Systems
Earned my B.S. in Information Systems from Cal State Fullerton. Interned at Rhombus Systems, contributing to Python backend services for smart-security platforms and sharpening my passion for real-time data and APIs.
2022
Full-Stack Dev at Creative Core
Led the build of a K-12 learning platform (Flask + React + AWS) that added ML-driven feedback and personalized paths—raising certification pass rates to 87 % and trimming grading time by 50 %.
2023
LLM Engineer at Scale AI
Produced 2,500 + training prompts for LLM fine-tuning, hitting a 93 % quality benchmark and building automation that cut manual QA by 40 %.
2024
Launched Data Forge Plus
Launched Data Forge, an AI-powered EDA tool that turns messy financial data into insights in seconds, delivering sub-2 s query performance across 1.7 M+ transactions.
2025
Bootcamps, Hackathons, Sweet James LLP
Completed Cloudberry AWS Bootcamp and advanced GenAI systems training. Submitted Data Forge to the Microsoft Reactor Hackathon, receiving strong feedback and using it as a springboard for my next production-grade build. Recently accepted an offer letter to join Sweet James as a Full-Stack AI/ML Engineer, where I’ll be applying these skills in real legal workflows.
Featured Projects
Dive into my featured projects below. Click on any project to see details, the tech stack, and the story behind the build. Every project reflects my hands-on work in AI, automation, and data-driven apps.
AI Agents Task Force
AI agents are precision instruments built for singular tasks. I've designed these intelligent specialists that excel at one thing and execute with laser-focused expertise. Click on any agent to chat with and learn about their unique capabilities and how they can assist you.
Data Visualization AI Agent
Generate Interactive Plotly Dashboards
Data Visualization AI Agent
Generate Interactive Plotly Dashboards
Data Wrangling AI Agent
Automate Data Cleaning and Transformation
Data Wrangling AI Agent
Automate Data Cleaning and Transformation
Feature Engineering AI Agent
Extract and Transform Features for ML
Feature Engineering AI Agent
Extract and Transform Features for ML
Business SQL Agent
Translate Natural Language to SQL
Business SQL Agent
Translate Natural Language to SQL
Product Expert
Vector Search and Semantic Retrieval
Product Expert
Vector Search and Semantic Retrieval
ETL Automation Agent
Automate and Scale Data Pipelines
ETL Automation Agent
Automate and Scale Data Pipelines
LLM Evaluation Agent
Test and Benchmark Language Models
LLM Evaluation Agent
Test and Benchmark Language Models
Marketing Email Writer
Generate Persuasive Email Campaigns
Marketing Email Writer
Generate Persuasive Email Campaigns
Data Visualization AI Agent
Generate Interactive Plotly ObjectsDistributed AI Workflows
Individual agents are powerful, but teams of agents solve complex business problems. Here's how I orchestrate specialized AI agents into intelligent workflows that deliver results.
AI Business Intelligence Analyst Co-pilot
◉ 4 AGENTS ACTIVEAn interactive AI Copilot for business intelligence. Orchestrates natural language SQL agents, data validation, and visualization modules to let you query, analyze, and visualize any business database with plain English—no manual SQL required.
SQL Agent
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Validation
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Charting
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Visual
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AI Business Intelligence Analyst Co-pilot
◉ 4 AGENTS ACTIVEAn interactive AI Copilot for business intelligence. Orchestrates natural language SQL agents, data validation, and visualization modules to let you query, analyze, and visualize any business database with plain English—no manual SQL required.
SQL Agent
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Validation
●
Charting
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Visual
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AI Business Intelligence Analyst Co-pilot
◉ 4 AGENTS ACTIVEAn interactive AI Copilot for business intelligence. Orchestrates natural language SQL agents, data validation, and visualization modules to let you query, analyze, and visualize any business database with plain English—no manual SQL required.
SQL Agent
●
Validation
●
Charting
●
Visual
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