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Independent data and AI systems builder

I turn fragmented data into decision systems people trust.

I design and build analytics infrastructure, revenue intelligence and applied AI workflows, from source systems and data contracts to monitoring and operational interfaces.

Selected systems

Complete systems, from source evidence to operational action.

Four systems spanning website intelligence, revenue decisions, grounded content, and reusable visual systems.

View all work →
Website intelligence systemIn development

Lens

Turns website signals into a prioritised fix list.

Public websiteEvidence-backed diagnosticsPrioritised fixes
Diagnostic preview
site health
82
Truststrong
AI readabilityfix
Conversionfix
Example finding: make the service, evidence, and next action explicit.
Workflow map
product and account data
governed features
explainable score
revenue action
02Revenue intelligence system

Automated Intelligence Revenue System (AIRS)

Turns product usage signals into prioritised, explainable revenue action.

Product and account dataExplainable scoringRevenue action
View case study
Editorial workspace
source library
notes03
research04
signals05
draft comparisonvoice rules
03Evidence-first content system · In development

DistributionOS

Turns trusted source material into grounded, reusable content without losing voice.

Trusted sourcesGrounded draftingPublish and review
View case study
04Internal accelerator · Current build

BrandScan

Turns a live website into reusable visual tokens and structured brand signals.

Live websiteVisual extractionDesign tokens
View case study
Token board
tokens.jsonbrand.css
Where I can help

Useful systems for data-heavy work.

I help when the raw pieces exist, but the reporting, automation, intelligence, or interface around them is still too manual to trust.

01

Data pipelines & analytics engineering

Clean pipelines, warehouse models, scheduled jobs, and quality checks.

Useful when reporting still depends on exports, spreadsheet logic, or disconnected tools.

02

Reporting systems & dashboard automation

Automated dashboards, summaries, alerts, and reporting delivery workflows.

Useful when the same report is rebuilt every week and still needs a meeting to explain it.

03

Product & revenue intelligence

Funnels, cohorts, lead scoring, conversion reporting, and revenue signals.

Useful when product or revenue teams need to know where attention should go next.

04

AI systems & workflow automation

Classification, retrieval, monitoring, scoring, and human review paths.

Useful when an AI idea needs clear inputs, checks, logs, fallbacks, and handoff.

05

Data products & internal tooling

Diagnostic portals, admin tools, monitoring screens, and data-backed products.

Useful when the underlying data work needs an interface people can use directly.

Portrait of Allen Manoj
About

I work across the complete path from source data to operational software.

My background spans data systems, research, product analytics, and technical leadership. The common thread is making inputs, assumptions, failure modes, and outputs clear enough to trust.

Read the background →Open to selected systems projects and relevant data or AI roles
Contact

Send me the messy version.

Bring the dashboard nobody trusts, the recurring report that takes too long, or the AI workflow that still needs structure. We can turn it into a clearer system.

Sydney · open to focused projects and relevant full-time roles
Best next step

Send the current workflow, source material, report, or product idea. The rough version is enough to begin.

01
Diagnose

Clarify the workflow, evidence, constraints, and decision.

02
Build

Connect the data, logic, automation, and interface.

03
Validate and hand off

Test the system, document its boundaries, and make ownership clear.

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