Independent product & systems studio

We design the interface.
We engineer the system behind it.

From public platforms and operational software to behavioral intelligence and connected hardware, we treat UX, frontend, backend and infrastructure as one product problem.
Product thinking
UX → infraOne continuous engineering surface.
System types
Web + mobileOperational, public and connected products.
Delivery mode
Senior-ledDirect product and engineering execution.
Current focus
AI + behaviorInspectable intelligence, not dashboard theatre.
Flagship product / behavioral intelligence

LinksRF — understand what people actually do after the click.

Built as a product, not a mockup: visual stories, traffic intelligence, human-vs-bot quality, journeys, attention, click precision and connected-domain behavior analysis.

linksrf.com / behavioral lensLIVE
verified human session

Attention + click precision

52s · 91% scroll
Audience intelligence

Know where attention actually lands.

Inspect scroll depth, element interaction, source quality and journeys without reducing a human visit to one click count.

Explore intelligence →
84%hero attention
96%CTA focus intensity
Humanquality classification
01 / observe

Behavioral footprint

Capture useful interaction evidence across scroll, attention, clicks and journeys with per-device and per-session context.

02 / classify

Traffic quality

Separate meaningful human activity from previews, scrapers, automated traffic and low-value noise.

03 / inspect

Evidence, not mystery scores

Show the underlying journey and interaction context so marketers and product teams can verify what the system is saying.

Frontend: Nuxt · Vue · TypeScriptServices: Java · Spring BootData: PostgreSQL · RedisEdge: Cloudflare● Active product
Work / selected systems

Different problems. Same engineering instinct.

Each project now has a visual engineering poster: the product surface, the data flow, or the operational reality that shaped the work.

POSTER 02 / REAL-TIME INFORMATION

Real-time Sports Information System

A native Android product for live match experiences, commentary, scorecards, rankings, player information, news and push notifications, backed by API and background-processing layers.

Android · Java · Retrofit · Room · Firebase Messaging | Django · DRF · Celery · Redis
LIVE: CHAMPIONSHIP FINALCLIENT CACHE SYNC
184/4
17.4 overs · progression 82%
Push queue
8 pending events
1406·
Flow: Live feed ingestion → in-memory cache → REST API surface → client SQLite caching.
PUBLIC WEBSITE ← PUBLISHING SYSTEM ← WORKFLOWCMS
✓
Official UpdatePublished with department ownership
Published
#
Publication FileRevision ready · media managed
Review
↗
Internal WorkflowAdministrative users · approval trail
Tracked
POSTER 03 / PUBLIC PLATFORM

Public Web + CMS Platform

A citizen-facing information platform paired with a purpose-built administration environment for structured publishing and internal workflows.

Django · DRF · Vue · PostgreSQL · Media · Celery
CREATEREVIEWAPPROVEPUBLISHDISTRIBUTE
Content LibraryMedia AssetsPartner AccountsDevice Delivery
Operational rules translated into a system people can actually use.
POSTER 04 / OPERATIONS

Operations & Content Workflow Platform

A multi-surface operational system combining administration, content management, review workflows, publishing controls and API-driven distribution.

Django · DRF · Android · REST APIs · Workflow UX
VERIFIED PUBLIC UPDATE · HIGH PRIORITY
Public Notice 2026-BSigned circular · downloadable record
Tender Evaluation MatrixRepository item · revision controlled
Forms ArchiveResponsive access · multilingual taxonomy
FormsPublic ArchiveRepositoryNotices
POSTER 05 / INFORMATION AT SCALE

High-Pressure Public Information Experience

A Nuxt-based public-information interface organized around frequently changing updates, notices, circulars, forms and public resources.

Nuxt · Vue · SSR · i18n
● CAB-4890 · GPS LOCKED
42km/h current speed
route ETA 14 min
120kdaily passenger touchpoints
fleet content surface
POSTER 06 / AUTOMOTIVE

In-Cab Travel & Ad Platform

A low-distraction touch experience for moving vehicles: route context, passenger content and sponsor interactions designed for commercial fleet conditions.

Android · Touch UX · Device management · Fleet telemetry
WAREHOUSE GRID / OFFLINE-FIRST SYNC
POSTER 07 / INDUSTRIAL IOT

Tool & Heavy Asset Tracking

Field-oriented asset visibility designed around unstable connectivity, warehouse movement and physical equipment, not idealized office conditions.

PWA · BLE · Offline sync · Operational UX
Disciplines

One team across the parts that usually get fragmented.

The strongest outcomes come from designing the interface with an understanding of the API, data model, deployment constraints and operational reality.

⌁

Product + UX

Research, IA, flows, wireframes, prototyping and interaction systems.

⌘

Frontend systems

Vue, Nuxt, responsive product surfaces, design systems and performance.

⇄

Backend + data

Django, DRF, Java/Spring, APIs, queues, Redis and relational data.

⎈

Infrastructure

Linux, Nginx, deployment pipelines, cloud environments and production debugging.

Start with the real problem

Bring the messy system.

We’re most useful when the work spans more than a landing page: product redesign, operational software, connected services, analytics, CMS platforms or software that has to survive real users and real constraints.

Direct conversation

Share what exists today, what is breaking, and what success needs to look like.

[email protected] →