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Private AI Class · Klang Valley

Hands-on AI training for
small teams (2-5 pax)

A practical 5-week bootcamp that turns your team into AI-capable operators. You leave each session with a working asset, not just notes. Flat group rate from RM 1,200 per session. In-person around Klang Valley or virtual via Zoom.

Workflow Automation Vibe Coding AI Media AI Live Hosting Productivity
Who this is for

Built for teams who want to do, not just hear

Three kinds of small teams get the most out of this class.

🏢

SME Owners & Operators

You run a business and want AI to replace the routine, repetitive parts of your week. Five hours a week is more than you currently spend on the same tasks manually.

🎬

Content Creators & Marketers

You want to scale your output (videos, posts, blogs, posters) without scaling your headcount. The first two modules pay for the bootcamp.

🧠

Tech-Curious Teams

You want your team to build internal tools and apps without hiring developers. Vibe coding (module 2) gives a non-dev anyone the ability to ship a working web app.

The 5 modules

One focus area per week, one working asset per session

Each module is a 3-hour hands-on session. You leave with a working tool, asset, or workflow that you built yourself in class. Full bootcamp is 5 weeks, one session per week.

01
Workflow Automation

Content Creation, Social Posts & Blog Posting on Autopilot

Build a pipeline that turns one input (a rough idea, voice note, or URL) into a finished blog post plus matching IG, FB, TikTok, and X posts ready to schedule. Connected to your own accounts.

You leave with A working n8n or Make.com workflow connected to your accounts, plus the prompt library powering it.
02
Vibe Coding

Build & Ship Your Own Web App

Learn to build a working web app or internal tool without being a developer. Using Claude Code, Cursor, Next.js, Supabase, and Vercel, you ship a real app under your own domain by end of session.

You leave with A live web app deployed under your own URL, plus the source code and the playbook for shipping the next one.
03
AI Media

Talking Videos, Songs & Posters

Create a talking-head video of yourself (HeyGen or Synthesia), a custom branded song (Suno), and a set of marketing posters (Midjourney, Ideogram, Canva AI). Usable assets, not just demos.

You leave with 1 talking-head video, 1 branded song, and 5 marketing posters you produced in class.
04
AI Live Hosting

Run AI-Hosted Live Sessions

Set up and run an AI co-host for live sessions: handles intros, moderates Q&A, does real-time translation, and generates post-session summaries. We do a live mock session together.

You leave with A fully configured AI live-host setup ready to run on your next webinar, training, or event.
05
Productivity

Replace 3 to 5 Hours of Routine Work Per Week

Audit your actual weekly tasks and replace 3 to 5 of them with AI automations: email triage, meeting prep, research summaries, document drafting, scheduling. Custom-built around your real workflow.

You leave with 3 to 5 personal AI automations live in your daily workflow, saving real hours each week.
Detailed Course Outline

Exactly what we'll cover, session by session

Every module breaks down into topics, tools, hands-on exercises, and pre-work. Bring the pre-work to class and we hit the ground running.

01
Workflow Automation

Content Creation, Social Posts & Blog Posting on Autopilot

3 hours · live build · week 1

Topics covered
  • Workflow thinking: triggers, actions, conditions, branching logic
  • How to brief an AI inside a workflow (system + user prompts)
  • Multi-channel content adaptation (one input, five platform outputs)
  • Connecting to Instagram, Facebook, TikTok, X, LinkedIn via APIs
  • Scheduling and publishing with Buffer or platform-native APIs
  • Approval gates and human-in-the-loop checkpoints
  • Error handling and basic monitoring so things don't silently break
  • Blog publishing to WordPress, Ghost, or your own site
Tools you'll use
n8n Make.com Claude API Buffer Notion (KB) Canva API WordPress / Ghost
Hands-on exercises
  1. Build a "URL to blog post + 5 social variants" workflow from scratch
  2. Connect to one real social account (your own) for direct posting
  3. Add a Telegram or WhatsApp approval gate before posts go live
  4. Wire the workflow to your own brand voice document in Notion
Pre-work to bring

One article URL you'd want to repurpose, your brand tone in 3-5 bullets, and login credentials for one social platform you control.

02
Vibe Coding

Build & Ship Your Own Web App

3 hours · live build · week 2

Topics covered
  • The vibe-coding loop (spec, prompt, review, deploy, iterate)
  • Choosing the right AI dev tool: Claude Code vs Cursor for the job
  • Spec-first thinking: write the README before any code is generated
  • Modern stack fundamentals: Next.js 16, Tailwind, Supabase, Vercel
  • Auth and database setup handled by AI on your behalf
  • One-click deployment to a live URL on your own subdomain
  • When NOT to trust AI output (payments, sensitive data, security boundaries)
  • Iterating with AI on bugs, new features, and design polish
Tools you'll use
Claude Code Cursor Next.js 16 Tailwind CSS Supabase Vercel GitHub
Hands-on exercises
  1. Write a 1-page spec for a tool you actually need at work
  2. Scaffold the full app with AI in under 30 minutes
  3. Deploy live to your own Vercel subdomain
  4. Add one feature based on feedback from a classmate
Pre-work to bring

One "I wish there was an app that..." idea ready. No coding skill required, but you'll need a laptop, a GitHub account (free), and a Vercel account (free).

03
AI Media

Talking Videos, Songs & Posters

3 hours · live creation · week 3

Topics covered
  • The current AI media stack (text-to-video, text-to-image, text-to-song)
  • Voice cloning vs avatar models: when to use which
  • Prompt patterns for posters (aspect ratio, style, brand consistency)
  • Suno song structure: verse, hook, prompt engineering for music
  • HeyGen avatar setup and recording in your own voice
  • Quick post-production for AI-generated media (edits, captions, exports)
  • Asset rights and platform policies: what's safe to use commercially
  • Brand-consistent output across video, audio, and image
Tools you'll use
HeyGen Synthesia Suno Midjourney Ideogram Canva AI ElevenLabs
Hands-on exercises
  1. Script and produce one 60-second talking-head video of yourself
  2. Generate one branded song in your preferred style
  3. Produce a 5-poster marketing set with consistent visual identity
  4. Light-edit and export everything for social and web use
Pre-work to bring

2-3 reference images of your visual style, a 30-second script idea for the talking video, and an idea for the song mood or message.

04
AI Live Hosting

Run AI-Hosted Live Sessions

3 hours · live mock session · week 4

Topics covered
  • The AI live-host stack: voice + LLM + real-time tools
  • Defining your show format (intro, segments, Q&A, outro)
  • Real-time transcription pipelines using Whisper or Otter
  • Live translation for multi-language audiences (EN, BM, Mandarin)
  • Q&A moderation: relevance ranking, profanity filtering, fact-check prompts
  • Post-session automation: summaries, highlight clips, social cuts
  • Going live on YouTube, TikTok, Zoom, or Restream with an AI co-host
  • Brand voice tuning for your AI co-host (so it sounds like your show)
Tools you'll use
ChatGPT Voice Claude API ElevenLabs Restream StreamYard Otter.ai Zoom
Hands-on exercises
  1. Design your live show format with AI assistance
  2. Set up the full live stack (mock studio)
  3. Run a 10-minute live mock session with simulated Q&A
  4. Generate the post-session summary and 3 social clips automatically
Pre-work to bring

One topic you could host live about for 10 minutes. Bring your laptop with a working microphone and headphones.

05
Productivity

Replace 3 to 5 Hours of Routine Work Per Week

3 hours · personal audit + live build · week 5

Topics covered
  • Auditing your week: what's repetitive, what's high-value
  • Eisenhower matrix applied to AI automation candidates
  • Email triage with AI (rules + LLM classification + suggested replies)
  • Meeting prep automations: calendar to brief, with context pulled in
  • Research summaries: Perplexity, Claude, Gemini Deep Research compared
  • Document drafting templates and AI shortcuts
  • Personal AI agent for your daily checklist and habit tracking
  • Calendar scheduling helpers: Reclaim, Motion, and DIY patterns
Tools you'll use
Claude ChatGPT Notion AI Reclaim Motion Make.com Gmail / Outlook Perplexity
Hands-on exercises
  1. Audit your last working week together as a class
  2. Identify 3 to 5 automation candidates from your real workflow
  3. Build the first 2 automations live in class
  4. Plan rollout for the rest with prompts and templates ready to go
Pre-work to bring

Block 30 minutes before class to glance through last week's calendar and email. Bring an honest list of repetitive tasks you wish someone would take off your plate.

Pricing

Flat group rate, not per pax

Same content delivered once whether 2 or 5 attend. Fill the room and your per-person cost drops to under RM 1,000 for the full 5-week bootcamp. Klang Valley in-person at your office or a coworking space, or virtual via Zoom.

🔥 The more you bring, the less you pay per person. Group rate covers up to 5 pax. At full capacity, the Full Bootcamp works out to RM 960 per person for 15 hours of hands-on AI training.
Single Module
RM1,200/ session
Pick any one focus area
  • 1 module (3-hour live session)
  • Flat rate for groups of 2 to 5 pax
  • Recordings included
  • Prompt library & templates
  • Source code from in-class build
  • At 5 pax: RM 240/pax effective
Enquire on WhatsApp
3-Module Pack
RM3,200/ group
Pick any three focus areas
  • 3 weekly sessions (9 hours total)
  • Save RM 400 vs booking 3 singles
  • Group of 2 to 5 pax, same flat price
  • Recordings + all materials
  • Prompt library & templates
  • At 5 pax: RM 640/pax effective
Enquire on WhatsApp
Add-on

Train-the-Trainer (TTT) Track

+ RM 1,200 flat on top of any tier (not per pax). Private TTT pipeline for one nominated person on your team. After the bootcamp, they get a separate handover session covering facilitation notes, slide decks, and the rubric to deliver these modules internally. No public HRDC TTT certification, this is a private internal-trainer pathway.

How it works

From enquiry to your first session

A clean four-step path. Usually 1 to 2 weeks from first message to your first class.

1

Enquiry

WhatsApp or email me with your team size, location preference (in-person KL or virtual), and which tier you want. I reply within 24 hours.

2

Free 15-min scope call

Quick call to confirm fit, your team's current AI literacy, and which modules to prioritise. No commitment.

3

Schedule & invoice

We lock dates, venue (your office, a coworking space, or Zoom), and the kickoff. Invoice issued, payment before session 1.

4

Run sessions & ongoing support

Weekly 3-hour sessions. Recordings shared after each. 30-day Telegram support post-bootcamp (Full Bootcamp tier) for follow-up questions and tweaks.

Profile

A builder who teaches, not just a teacher

Everything in this curriculum, I've shipped or used myself. Proof and links below.

AT
Muhamad Ahnaf Thaqeef
AI Engineer & Product Manager · Cyberjaya, Malaysia
English Bahasa Malaysia Written Mandarin (basic)

I founded and run aibizmy.com, an AI product studio where I've designed and shipped 20+ live AI applications serving Malaysian and SEA users: voice agents, RAG chatbots, finance AI, supply chain monitors, education tools, and more. Everything in the portfolio is built and running. I do the architecture, the prompts, the code, and the deploy myself.

Outside the studio, I've spent 5+ years delivering enterprise AI rollouts across logistics, manufacturing, and pharmaceutical operations in Malaysia and Singapore. That's where the train-the-trainer methodology in this bootcamp comes from. I've designed and run TTT programs achieving 80% to 95% adoption across multiple organisations, including for non-technical operators, supervisors, and managers. The teaching style is practical, hands-on, and built for people who need to use AI in real work the same week.

Track record
  • 20+ live AI apps shipped under aibizmy.com (full portfolio public)
  • MYR 200K+ documented cost avoidance via AI/telematics POC for 21 partner organisations
  • ~MYR 300K/month operational savings via AI-driven manufacturing rollouts
  • Train-the-trainer programs delivered to 3 different enterprise organisations (80-95% adoption)
  • Bengkel AI delivered for multiple SME teams in Malaysia
Technical depth
  • PyTorch DDP + HuggingFace Accelerate (distributed fine-tuning)
  • LoRA / PEFT transformer fine-tuning (DistilBERT, others)
  • Published model on HuggingFace Hub
  • Multi-LLM orchestration (Claude, OpenAI, Gemini, Groq, local Llama)
  • n8n + Make.com workflow architecture
  • Next.js 16 + TypeScript + Supabase + Vercel stack
  • Published technical article on LLM evaluation methodology
Education
  • BEng Chemical Engineering, University Malaya (2022)
  • Dean's Honours List
  • Foundation in Physical Sciences, UM (4.00 GPA, First Class)
  • SPM, MRSM Tun Abdul Razak (10A's)
Featured live apps
What's included

Everything you need to keep going after class

No paywalled materials, no upsells. Every asset built or used in class is yours to keep.

FAQ

Common questions

If your question isn't here, just WhatsApp me directly.

Do you offer TTT (Train-the-Trainer)?

Yes, as a paid add-on at RM 1,200 flat (not per pax) on top of any tier. This is a private internal-trainer pathway, not a public HRDC TTT certification. Your nominated person gets facilitation notes, slide decks, and the rubric to deliver these modules internally afterward.

Can we do this fully in-person in Klang Valley?

Yes. I'll come to your office, or we book a coworking room (Common Ground, Colony, WORQ) at cost. Virtual via Zoom is also available if your team prefers it.

What tech does my team need?

A laptop (Mac or Windows), stable internet, and a Claude or ChatGPT account (free tier works for most modules). Some modules use paid tools like Suno or HeyGen, but I'll show free alternatives where they exist.

What if someone misses a session?

Every session is recorded and shared the next day. If a session needs to be rescheduled entirely (sick, emergency), we move it to the following week at no extra cost, once per bootcamp.

What languages do you teach in?

English by default. I switch to Bahasa Malaysia mid-session whenever a participant prefers it. The content materials (recordings, prompt library, templates) are in English.

Can we add more people later?

Up to the 5-pax max, yes, and the group price doesn't change when you add more (up to 5). The more you bring, the lower your per-person cost. Below 2 pax I won't run the class because it doesn't work as a discussion.

What's your refund policy?

Full refund up to 7 days before session 1. After session 1, the unused portion can be transferred to a future cohort or another team member, but not refunded.

Do you issue a certificate?

A completion document is included for Full Bootcamp, suitable for LinkedIn or internal records. It's not an accredited certification.

Ready to upgrade your team?

WhatsApp me with your team size and which tier you want. I reply within 24 hours, and the scope call is free.