Hi! I'm Paul, Founder of RuggedX, an AI-first company based in Atlanta and the builder and Instructor at CoursesX.
At RuggedX, I've built scalable, API-centric platforms spanning Trading Algorithms , Personal intelligence systems, agentic Orchestration , and generative content engines . My work integrates AI, ML, LLMs, and real-time data with cloud-native DevOps pipelines.
Additionally, I'm a Technical Account Manager at Google with a focus on AI & ML and a reasonable caffeine appreciation. Beyond building, I share practical AI insights on Instagram, YouTube, and Medium.
A practical crash course designed to help learners deeply understand modern LLMs, apply structured prompting, build agentic workflows, and create a portfolio-ready 90-day AI roadmap. This course equips you with the real-world skills needed to design, evaluate, and deploy AI-powered systems.
Module 01
Course Welcome & How This Course Works
Capstone AI Systems Tour (Firebase + n8n + Laravel)
What We’re Building and Why It Matters
Why This Is Not a Prompt-Only Course
How the Three Systems Work Together
The 90-Day Roadmap You’ll Design by the End
Deliverable: AI Systems Landscape & Learning Map
Module 02
The AI Shift (2023–2026) and Why Software Changed
LLMs as Reasoning Engines (Not Chatbots)
Tokens, Context Windows, and Real Limits
Variance, Temperature, and Output Drift
GPT vs Claude vs Gemini — Practical Differences
Where LLMs Fail and How Systems Compensate
Deliverable: LLM Capability & Constraint Matrix
Module 03
Why Precision Is the Ultimate Multiplier
Intent → Constraints → Format → Output
Roles, Goals, Rules, and Context (Correct Usage)
Prompt Patterns That Survive Production
Live Prompt Refactors (Bad → Good → Systematic)
Detecting Hallucinations Without Overengineering
Deliverable: Reusable Prompt System Templates
Module 04
Turning Vague Problems Into LLM-Ready Tasks
Using MECE, JTBD, and 5 Whys Inside Prompts
Task Decomposition & Planning Loops
Prompt Chaining vs True Agentic Patterns
Human-in-the-Loop & Guardrails by Design
Failure Modes in Agentic Systems
Deliverable: Agentic Reasoning Workflow Playbook
Module 05
Why APIs Unlock Capabilities Chat UIs Can’t
Acquiring & Securing API Keys (OpenAI, Gemini)
Environment & Secret Management (Laravel + Firebase)
Making Raw & Structured LLM API Calls
Passing External Data Into LLM Context (DBs, State, History)
Building a Chat Interface in Firebase
Building a Chat Interface in Laravel
Comparing Embedded AI vs Chat UIs
Deliverable: Embedded LLM Chat Interfaces with Dynamic Context
Module 06
Why Portfolios Beat Resumes in the AI Era
Defining Your Expertise & Market Narrative
Building the Firebase Portfolio Structure
Rendering Expertise, Projects, and Offers from Firestore
AI-Assisted Bio, Project, and Offer Generation
Designing the Consulting Intake Flow
Deliverable: Live Firebase Portfolio Website
Module 07
From Consulting Form to Intelligent Workflow
Triggering n8n from Firebase Submissions
LLM-Based Lead Classification (Structured JSON)
Drafting AI Emails with Constraints & Voice
Follow-Up Sequences and Timing Logic
Human-in-the-Loop Approval Gates
Deliverable: AI Consulting Engagement Automation
Module 08
What an Automated Intelligence System Really Is
Defining Market Scope & Strategic Lenses
Designing Agentic Market Analysis
Multi-LLM Integration (Gemini + ChatGPT)
Laravel Jobs & Scheduling for Daily Insights
Weekly Strategy Reports & Notifications
Deliverable: Automated Market Intelligence Engine
Module 09
Reviewing the Full AI Ecosystem
What Each System Demonstrates Professionally
Packaging Assets as Portfolio Freebies
Positioning for Jobs, Consulting, or Products
Common Mistakes in AI Portfolios
How to Extend Each System Further
Deliverable: Portfolio-Ready AI Systems & Asset Kit
This course is hands-on, practical, and outcome-driven. You’ll move from understanding AI concepts to designing a personalized AI-enhanced workflow you can use immediately in your daily tasks.
01
Quickly learn how ChatGPT, Claude, Gemini, MiniMax, and other LLMs differ—and when to use each for maximum results.
02
Gain step-by-step skills in prompt engineering, from crafting clear instructions to advanced methods that unlock deeper insights.
03
Walk away with a custom productivity blueprint that integrates AI seamlessly into your tools, tasks, and routines.
From mastering prompt engineering and AI workflow integration to building and deploying production-ready AI applications — each course moves you from foundational understanding to professional execution.
01
Understand LLMs, Prompt Engineering, and AI Workflow Integration for Enhanced Productivity.
02
Master Conversational AI, Strategic Prompting, and applying LLMs to Intelligent applications
03
Move From Basic Prompts To Structured Dialogues Unlocking Ideas, Analysis, Results
04
Learn Strategic Prompting Patterns For Analysis, Scenario Planning, And Creation
05
Master Multimodal Prompting For Creative, Analytical, And Applied Outcomes
06
Develop, Deploy, and Scale Production-Ready AI Apps with Laravel & Firebase.
Master the intersection of AI, LLMs, agents, and modern software engineering for the markets and for the boardroom.
01
Master the Intersection of Financial Markets, AI, LLMs, Agents & Algorithms to Build Production-ready Apps
02
Master the Intersection of Business Strategy, AI, and Modern Software Development.
03
Master the Intersection of Product Management, AI, LLMs, Agents, and deploy production-ready systems.
Five market-specific masterclasses covering equities, prediction, options, crypto, and forex — built on the same Alpaca / Kalshi / Oanda APIs you already ship with.
Featured
Build algorithmic trading systems for equities with Alpaca APIs.
Master prediction markets using Kalshi APIs with AI, LLMs, and agents.
Master complex options algorithmic trading with Alpaca APIs.
Build high-frequency crypto algorithmic systems with Alpaca APIs.
Automate forex trading using the Oanda API with AI insights.
Courses is an AI-powered learning platform designed for learners, professionals, developers, and traders. Whether you're a beginner exploring AI, a developer building platforms, or a trader optimizing strategies, Courses helps you learn, build, and apply skills that matter.
Yes. Courses offers expertly designed courses, including beginners, intermediate, and advanced. You can start from scratch or advance your existing skills with structured learning paths in LLMs, prompt engineering, AI agents, and financial market automation.
Courses follows a simple flow: pick a course from the catalog, complete the checkout process, and start learning. Learn in short modules, build projects (apps, dashboards, trading tools, prompt packs), and apply & scale what you build into real workflows with lifetime access.
Courses is built by Paul Kamau, the Founder of RuggedX, and also works at Google blending engineering expertise with real trading knowledge. Every course produces a tangible artifact like a working app, repo, prompt pack, or dashboard that you can showcase or use immediately. It's ROI-driven, focusing on time saved, better decisions, and market-ready tools.
We got you. Send us an email at [email protected]
We do not offer a money-back guarantee at this time.
Absolutely. After making a purchase we will automatically email you a receipt. If you need a more detailed invoice, just email us.
While we strive to offer fair pricing for all learners, we do provide special team pricing for organizations looking to enroll multiple members. Please contact us for more details on team discounts.
No, this is not an accredited academic program. We're focused on fast, practical, real-world skills for learners rather than degrees or badges — and without the 100K in student loan debt. 🙃
Production-grade algo engines running across equities, options, forex, crypto, and prediction markets. Each built end-to-end on a single trading stack.
Institutional-grade equity automation for momentum, liquidity, and disciplined execution.
Options intelligence on contract quality, IV alignment, and defined-risk entries.
Forex execution tuned for session shifts, spread behavior, and changing volatility regimes.
24/7 crypto automation with adaptive volatility handling and cross-venue intelligence.
Event-driven systems for Kalshi markets, centered on pricing shifts and time-sensitive execution.
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CoursesX and certain product names used herein are trademarks or registered trademarks of Rugged I/O LLC and/or one of its subsidiaries or affiliates in United States. See Trademarks or appropriate markings.
