For Everyone
Rembeo App · smarter local living
Principal Scientist · Self-taught Developer
Research-driven products built by a scientist who codes.
No bootcamp. No CS degree. Just curiosity, weekends, and a conviction that every system should be deterministic, guarded, human-in-the-loop and auditable.
DeterministicGuardedHuman in the loopAuditable
postiq/analyse-your-data
$ upload creator_export.csvPython engine: validating your data...10 posts analysed · confidence: lowFinding: personal stories outperform product demosAI layer: explaining verified numbers onlyPython calculates. AI explains.
Hook performance72%
Audience match58%
Sample confidence41%
Audit-first by design
App Store approved
Principal Scientist
Human in the loop
iOS & Android
UK-based
Product ecosystem
One builder. Multiple products. Same principles.
rembeo is the unified product hub for consumer tools, creator intelligence, business services and developer experiments built by Remben Talaban.
For Creators
PostIQ + ContentIQ · your data, your workflow
For Businesses
MarketIQ + custom digital systems
For Developers
APIs and automation tooling coming soon
rem/beo
Product ecosystem
Deterministic
Guarded
Human in the loop
Auditable
Guarded
Human in the loop
Auditable
Rembeo Appconsumer utility
PostIQcreator analytics
MarketIQmarket intelligence
ContentIQproduction agent
Rembeo AppDownload the app →
Shop smarter. Save more. Live local.
The Rembeo App started as a camera script for reading grocery labels. It grew into a social utility app for everyday local living.
Barcode scanning
Scan products and compare options with clearer context.
Fuel finder
Find nearby fuel and EV charging options around your location.
Go Local
Discover useful local businesses and community favourites.
Budget planner
Plan your weekly budget and see how your basket compares.
Deep Dive
Track price and commodity patterns with clearer signals.
Park & Go
Find parking and make local trips easier.
rem/beo
v2
Weekly budget£24.60left this week
Scan & compareBarcode and basket tools
Fuel finderNearby fuel and EV options
Go LocalLocal favourites and places
Park & GoParking made easier
7tools
v2current version
✓App Store approved
100k+records
For Creators
The IQ Suite
Tools for creators who want to learn from their own data, not generic best practices.
01
PostIQ live prototype
Deterministic analytics for creator exports. Upload your CSV and get recommendations based on your data.
Try PostIQ free →CSV upload
Python engine
Verified JSON
Plain English recommendations
Python engine
Verified JSON
Plain English recommendations
02
ContentIQ coming soon
An AI production agent with a human approval gate. Built to reduce production time while keeping you in control.
Join the waitlist →Idea
Script
Assets
Human approval gate
Export
Script
Assets
Human approval gate
Export
Operating system
Four principles. Every product.
These are not marketing words. They are the design constraints behind the products.
Deterministic
The system should produce the same result for the same input. Numbers, calculations and classifications should come from structured logic, not guesswork.
Guarded
Useful products need boundaries. Guarded systems limit what each layer is allowed to do, which makes failure easier to detect and easier to fix.
Human in the Loop
The product surfaces options and explains trade-offs. The human still decides what to approve, publish, test or reject.
Auditable
Outputs should be traceable. When a recommendation appears, you should be able to inspect where it came from and what evidence supports it.
For Businesses
Digital products with scientific discipline.
Web apps, mobile apps and analytics systems built around clear requirements, reliable data and practical user experience.
Web & Mobile Development
Custom websites, web apps and mobile experiences for businesses that need more than a template. Built with practical workflows and maintainable architecture.
Data & Analytics
Dashboards, pipelines and decision tools that turn your data into something people can actually use. Clear inputs, clear outputs, clear limitations.
MarketIQ — Market Intelligence
Auditable market intelligence for research and strategy teams. Built for traceability, evidence and reproducible insight.
Blog
Writing about what I learn as I go.
Build notes, AI architecture, product lessons and market alerts from the rembeo ecosystem.
Read all posts →AI & Architecture
Why I never let AI touch my numbers
The audit-first approach behind PostIQ: Python calculates, AI explains, and the human decides.
May 2026 · 6 min read
Building in Public
I’m a scientist. I taught myself to code.
No bootcamp. No CS degree. Just weekends, curiosity and a lot of trial and error.
May 2026 · 5 min read
Market Alert
Fuel price weekly digest
What local price changes show, what changed, and what to watch next.
May 2026 · 4 min read
Principal Scientist by day. Self-taught builder the rest of the time.UK · @rembeo17 · writing as I go
Remben Talaban · Principal Scientist · UK
About
Scientist, builder, product designer
I’m Remben Talaban, a Principal Scientist based in the UK. I build web and mobile products in my spare time, applying the same discipline I use in science: controls, reproducibility, audit trails and plain-English communication.
- 01Power BI — learning to see patterns
- 02Python — turning curiosity into tools
- 03Rembeo — shipping a real app
- 04Sister’s site — building for family
- 05PostIQ + ContentIQ — the IQ Suite
No bootcamp. No CS degree. Just weekends, experiments, and a habit of asking: can this be made clearer, safer and more useful?
Try PostIQ free — no account needed.
Upload a creator export and see how deterministic analytics can turn your data into clear, human-approved recommendations.
No account needed · Upload your data · Keep the final decision human