RAG is a retrieval problem
RAG isn't a feature, it's a retrieval problem wearing a chat UI. Spend your time on chunking and eval, not prompts.
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Available for remote roles & projects, 2026
I build AI systems that turn manual work into automated pipelines.
AI Automation Engineer · 10+ years shipping automation, RAG pipelines, CRMs & full SaaS products.
Taha RafiqUAE / Pakistan · Open to relocate
10+
Years building & scaling
7,000
Sellers grown in 4 months
30+
AI systems shipped
◆ Live automation feed
✉Drafting reply to 3 new leadsAI inbox · just now
⚙Recruitment agent scored 12 CVspipeline · 2m ago
◷Cold-email sequence queuedoutbound · 5m ago
✓Knowledge base re-indexedRAG · 9m ago
● Ask about Taha
What have you built?
What I can build for you
Three ways I plug into a team. Most engagements mix all three.
◆
AI Agents & Automation
Custom agents and n8n workflows that take whole processes off your team's plate, end to end.
- n8n / Make pipelines
- Claude & GPT agents
- CRM & inbox automation
❖
RAG Chatbots & SaaS
Multi-tenant, white-label chat and knowledge systems wired into your data and channels.
- pgvector retrieval
- Web · WhatsApp · IG
- Lead qualification
▲
Ops & GEO Consulting
Replace manual roles with AI and make your brand visible inside ChatGPT, Perplexity & AI Overviews.
- Process audits
- Role automation
- GEO / AI visibility
● Not sure where to start?
Book a free discovery call
15 minutes. Tell me the manual process eating your week and I'll tell you what to automate first.
See it run
Each tile is a working slice of a system I've shipped. Click to try it.
Demo · ask
Ask about Taha
A RAG chatbot trained on my full portfolio. Ask it anything about my work.
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Demo · fit
JD -> Fit Score
Paste a job description, get an instant fit breakdown and a tailored pitch.
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Demo · opener
Cold-email opener
Drop a company URL and get a personalised first line in seconds.
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Demo · geo
GEO / SEO scan
See how visible a brand is inside ChatGPT, Perplexity & AI Overviews.
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Things I've shipped
A slice of 30+ shipped products & agents.
01Production SaaS
Chatbot SaaS
Multi-tenant RAG chatbot across Web, WhatsApp, Instagram & Messenger with an AI inbox and lead-qualification pipeline.
Multi-tenant
02AI AgentNext.jsTurborepopgvector
Meeting Agent V2
An agent that joins Meet / Zoom / Teams, runs a live voice interview, evaluates the transcript and ships a scored report to a webhook.
Autonomous
03Full-stackMeetingBaasGPT-4o-miniWebhooks
Agency OS
A ClickUp / Linear-style project-management SaaS, Spaces -> Folders -> Lists -> Tasks -> Subtasks, with CRM and client reporting baked in.
Replaces 5+ SaaS
04EnterpriseNext.jsMulti-workspaceAI
Lumen ERP
A complete B2B ERP with AI-driven gap & opportunity finding across inventory, sales, CRM and the sales team.
B2B client
05Autonomous AIAI analyticsInventoryCRM
AI Auto-Trading System
Scans the market, analyses and executes trades end-to-end, saves its learnings and gets smarter every session.
~70% accuracy
06GEO PlatformPythonFlaskSelf-learning
GEO Visibility SaaS
Tracks how a brand surfaces across ChatGPT, Gemini & Perplexity, with a Brand Listening Hub scored by a proprietary LLM Citation Potential signal.
Proprietary signal
LLMBrand listeningSentiment
+ 20 more, Google Maps lead-gen scrapers, WhatsApp AI routing, a Learning Management System, an English tutor for kids, MyNoteTaker meeting minutes, Upwork proposal drafter & an n8n workflow library.
What people say
Real client quotes, approved and published from the admin.
“
Taha automated a process that used to eat two full days a week. It now runs untouched and we never think about it.
CNClient NameFounder, SaaS Company
“
He doesn't just build the bot, he redesigns the whole workflow around it. The ROI was obvious in the first month.
CNClient NameHead of Ops, E-commerce
“
Fast, technical and genuinely strategic. Rare to find someone who can scope, build and ship the whole thing solo.
CNClient NameCEO, Marketing Agency
Track record
◷ Experience
Founder & AI Engineer'25 - NowTwoCore.aiDone-for-you AI automation for US & EU SMBs.
AI Operations Consultant'26 - NowThinkForge AI · KSA / QatarReplacing manual roles with AI, SAR 4k+/mo saved per engagement.
Head of Operations'24 - '26WaveByte · DubaiScaled sellers 50 -> 1,200 across five GCC markets.
Head of Operations'23 - '24Innovation Factory · Dubai0 -> 7,000 sellers in 4 months on a blockchain marketplace.
Head of Campus & Growth'21 - '23Extreme CommerceBuilt a learning programme across 7 campuses, 1,500 incubatees.
24×
Vendors scaled 50 → 1,200
20+
Team led cross-functionally
AI & Automation
n8nClaude APIOpenAI / GPT-4oRAG / pgvectorMake · ZapierPrompt engineering
Development
Next.jsNode.jsPythonSupabase · PostgresTurborepoSocket.IO · BullMQ
Ops & Growth
Coolify · DockerStripeApollo · InstantlySEMrush · AhrefsTeam leadershipProject mgmt
Notes from the build
Short takes on AI, automation and the work itself. Scroll through them.
Invisible is the goal
The best AI automation is invisible. If a client notices the bot, the workflow design failed, not the model.
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Where the ROI hides
Most ops roles are 60% copy-paste between tools. That 60% is where the ROI of automation lives.
NoteRead →
Live voice interviews
Shipped an agent that conducts live voice interviews. Wild to watch it ask a follow-up question I didn't script.
NoteRead →
Workflows over scripts
A readable n8n workflow a client can edit beats a clever script only I can maintain. Handover is a feature.
NoteRead →