Principal Scientist · Self-taught Developer

From hobby projects.
To web & mobile development.

Build it. Break it. Learn from it. Build it better.

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

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.

One app is all it takes.
One app to rule them all.

Tired of switching between apps?
Rembeo covers it all for you.
Barcode scanning, fuel prices, EV charging spots, local shops & services, parking, budget planning & so much more — all in one place.

The Rembeo App started as a camera script for reading grocery labels. It grew into a social utility app for everyday local living.

For Content Creators

The IQ Suite

Tools for creators who want to learn from their own data, not generic best practices.

PostIQ

Deterministic analytics for creator exports. Upload your CSV and get recommendations based on your data.

CSV uploadPython engineVerified JSONPlain English recommendations
Try PostIQ free →

ContentIQ

An AI production agent with a human approval gate. Built to reduce production time while keeping you in control.

BriefDraftHuman approvalPublish-ready output
Join the waitlist →

Four principles. Every product.

A more visual card-based version of the same operating system.

Deterministic first

Python does the calculation before AI explains anything. Numbers stay separate from narrative.

Trust and transparency

Show assumptions, confidence and limitations clearly so people can make better decisions.

Built for real users

The products are shaped around everyday workflows, not abstract dashboards or vanity metrics.

Simple decisions

The goal is not more noise. It is clearer next steps, grounded in data and practical context.

Writing about what I learn as I go.

Notes on building Rembeo, AI products, analytics systems and learning software development while working full time.

Read all posts →
AI & Architecture

Why deterministic engines should sit below AI explanations

AI is useful for explanation, but calculations should remain inspectable, repeatable and separate from narrative.

May 2026 · 6 min read
Building in Public

What I learned building a local shopping app after work

Building slowly forces better decisions: fewer features, clearer constraints and more respect for real users.

May 2026 · 5 min read
Market Alert

Small datasets can still be useful if the limits are visible

Confidence, sample size and context matter more than pretending every result is universal.

May 2026 · 4 min read
Principal ScientistBuilder
Remben Talaban · Principal Scientist · UK

Scientist, builder, product designer

I build Rembeo around a simple belief: data tools should make everyday decisions clearer, not more complicated.

  1. Science backgroundTrained to think in evidence, assumptions and limitations.
  2. Self-taught developerBuilding practical products across web, mobile and analytics.
  3. Product operatorTurning small experiments into useful tools for real users.

“Built by a scientist. In his spare time. With every assumption visible.”

WebdesignerIQ Academy · Online Course

Learn how to create apps and websites from scratch.

A complete beginner-friendly pathway that teaches you how to use AI, set up your developer tools, build real websites, create mobile apps, and launch your own projects.

AI foundations · Websites · Apps · Client-ready projects
Beginner pathwayEarly access
01

AI Prompting

02

Developer Setup

03

Websites

04

Mobile Apps