Selected work / Independent POCs

Independent Product & Consulting Projects

Independent proof-of-concept products developed to investigate real-world commercial and operational challenges across cloud infrastructure, artificial intelligence, data-centre operations and visitor-experience technology.

ResearchRequirementsDesignBuildDeployDemonstrate

01 / Cloud infrastructure

VM Orchestrator

A working multi-cloud virtual-machine orchestration proof of concept covering provisioning, lifecycle management, governance and operational visibility.

ProblemFragmented provider workflows create inconsistent governance and limited operational visibility.

DemonstratesA unified experience for provisioning, machine lifecycle management, access workflows, governance controls and operational status.

My roleResearch · Requirements · Design · Development · Deployment · Demonstration

View live POC ↗ Project overview

vmorchestrator.amaanmalik.com

VM Orchestrator3 machines online

Infrastructure

prod-api-01Runningworker-eu-02Runningstaging-webReady

Providers3 connected

GovernanceAll clear

02 / AI evaluation

EvalForge

An AI evaluation proof of concept for creating test cases, comparing model outputs and producing structured quality assessments.

ProblemAI teams need a repeatable way to compare model responses and turn subjective reviews into structured, auditable assessments.

DemonstratesTest-case creation, side-by-side output comparison, evaluation criteria and structured results.

My roleResearch · Requirements · Evaluation methodology · Design · Development · Deployment

View live POC ↗ Project overview

evalforge.amaanmalik.com

03 / Energy operations

Northstar

A data-centre energy and operational-intelligence simulation featuring live telemetry, scenario modelling and decision-support dashboards.

ProblemData-centre operators must balance infrastructure demand, energy consumption, capacity constraints and operational risk across disconnected systems.

DemonstratesLive telemetry, capacity analysis, forecasting, scenario modelling and explainable decision support.

My roleDomain research · Requirements · Operational modelling · Product design · Development · Deployment

View live POC ↗ Project overview

northstar.amaanmalik.com

04 / Visitor experience

Theme Park Decision Twin

A real-time operational simulation using event-driven data, live visualisation and what-if scenario analysis.

ProblemPark teams must make operational decisions while attendance, queue times, ride availability and guest movement change continuously.

DemonstratesEvent-driven simulation, live visualisation and what-if analysis of operational interventions.

My roleIndustry research · Requirements · Simulation design · Interface design · Development · Deployment

View live POC ↗ Project overview

themepark.amaanmalik.com