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PROJECTS / PRODUCTS IN THE REAL WORLD

The product.
Then the thinking.

A product directory: what each system does, where it lives and the case study behind its decisions.

01↗

LIVE PRODUCT

AidenHR

An AI-agentic HR and payroll platform built for the realities of Pakistan.

SYSTEM FOCUS

Versioned rulesPayroll workflowsReview & approvalAuditable runs

Technology stack: awaiting the confirmed product inventory.

Visit product ↗View case study →

02↗

LIVE PRODUCT

AidenCampus

A connected operating system for schools, colleges and institutes.

SYSTEM FOCUS

Tenant boundaryRole-based accessShared platformInstitute subdomains

Technology stack: awaiting the confirmed product inventory.

Visit product ↗View case study →

ON THE WORKBENCH / 29 DIRECTIONS

Ideas with a purpose.

The project roadmap, from AI automation to secure delivery and research. Planned concepts show proposed scope and tools. Live links and case studies will appear as work is completed.

AI & AutomationPlanned concept

AI Lead Generation System

Lead intake, qualification, outreach and CRM handoff with human approval.

PROPOSED TOOLS / DESIGN

Python, AI APIs, Make / Zapier, Notion / Airtable

Case study will follow the evidence.

AI & AutomationPlanned concept

AI Customer Support Assistant

Grounded FAQ answers, troubleshooting, ticket creation and escalation.

PROPOSED TOOLS / DESIGN

Django, retrieval, AI APIs, ticketing integration

Case study will follow the evidence.

AI & AutomationPlanned concept

AI Workflow Automation System

Turn client intake into reviewed tasks, assignments and notifications.

PROPOSED TOOLS / DESIGN

Django, Python, webhooks, automation

Case study will follow the evidence.

PM & BusinessPlanned concept

End-to-End Project Management Case Study

Simulate delivery through a charter, roadmap, sprints, risks and KPIs.

PROPOSED TOOLS / DESIGN

Jira / Notion, delivery artefacts

Case study will follow the evidence.

PM & BusinessPlanned concept

Agile Transformation Plan

Assess existing workflows and propose a phased Agile rollout.

PROPOSED TOOLS / DESIGN

Process mapping, Scrum / Kanban

Case study will follow the evidence.

PM & BusinessPlanned concept

AI Product Strategy Case Study

Connect discovery, users, priorities, monetisation and roadmap.

PROPOSED TOOLS / DESIGN

Research, PRDs, prototype, business model

Case study will follow the evidence.

Data & ResearchPlanned concept

Data-Driven Business Decision Dashboard

Sales or marketing analysis organised around a business decision.

PROPOSED TOOLS / DESIGN

SQL, Python, Power BI / Looker Studio

Case study will follow the evidence.

Cloud & DevOpsPlanned concept

Scalable Cloud Application Architecture

Design capacity, deployment, reliability and cost tradeoffs.

PROPOSED TOOLS / DESIGN

Linux, cloud, architecture diagrams, CI/CD

Case study will follow the evidence.

Cloud & DevOpsPlanned concept

DevOps Delivery Pipeline

Simulate automated checks, deployment, monitoring and rollback.

PROPOSED TOOLS / DESIGN

Linux, GitHub Actions, Docker, Kubernetes

Case study will follow the evidence.

Security & PrivacyPlanned concept

Privacy-Aware AI System for EU Users

Map personal data, access, retention and compliance review requirements.

PROPOSED TOOLS / DESIGN

Data mapping, privacy assessment, access controls

Case study will follow the evidence.

PM & BusinessPlanned concept

Remote Team Management System

Design asynchronous communication, ownership and delivery visibility.

PROPOSED TOOLS / DESIGN

Notion / Jira, automation, reporting

Case study will follow the evidence.

AI & AutomationPlanned concept

AI Agent Evaluation Lab

Test reliability with defined tasks and reproducible failure cases.

PROPOSED TOOLS / DESIGN

Python, AI APIs, evaluation datasets

Case study will follow the evidence.

AI & AutomationPlanned concept

RAG Knowledge Assistant

Investigate retrieval-grounded answers and citation quality.

PROPOSED TOOLS / DESIGN

Django, retrieval, vector search, AI APIs

Case study will follow the evidence.

Security & PrivacyPlanned concept

Prompt Injection Defence Experiment

Test how untrusted instructions affect an assistant and evaluate safeguards.

PROPOSED TOOLS / DESIGN

Python, test corpus, agent evaluation

Case study will follow the evidence.

AI & AutomationPlanned concept

Human Approval for AI Actions

Design action boundaries, review flows and auditability.

PROPOSED TOOLS / DESIGN

Django, approval workflows, audit logs

Case study will follow the evidence.

Data & ResearchPlanned concept

AI Model Selection Framework

Compare quality, latency, cost and privacy for a defined use case.

PROPOSED TOOLS / DESIGN

Benchmark design, Python, analysis dashboard

Case study will follow the evidence.

Cloud & DevOpsPlanned concept

DevOps Cost Sentinel / Cloud Cost Anomaly Detector

Explore spending anomalies and actionable budget alerts.

PROPOSED TOOLS / DESIGN

Billing data, Python, alerting, dashboards

Case study will follow the evidence.

Security & PrivacyPlanned concept

Secure CI/CD Pipeline

Connect dependency checks, secrets and deployment permissions.

PROPOSED TOOLS / DESIGN

GitHub Actions, scanning, secrets management

Case study will follow the evidence.

Cloud & DevOpsPlanned concept

Deployment Failure & Recovery Simulation

Practise detection, rollback and recovery in an isolated environment.

PROPOSED TOOLS / DESIGN

Linux, containers, monitoring, automation

Case study will follow the evidence.

Cloud & DevOpsPlanned concept

Multi-Tenant SaaS Architecture Study

Compare tenant isolation and shared-service boundaries.

PROPOSED TOOLS / DESIGN

Django, PostgreSQL, access-control tests

Case study will follow the evidence.

PM & BusinessPlanned concept

AI-Assisted Project Risk Register

Support risk discovery while preserving judgment and uncertainty.

PROPOSED TOOLS / DESIGN

AI APIs, risk register, review workflow

Case study will follow the evidence.

PM & BusinessPlanned concept

Scope Change Decision Simulator

Model feature dependencies, budgets and delivery choices.

PROPOSED TOOLS / DESIGN

Dependency mapping, scenarios, dashboard

Case study will follow the evidence.

PM & BusinessPlanned concept

AI Build-versus-Buy Business Case

Compare custom automation and purchased services with total-cost scenarios.

PROPOSED TOOLS / DESIGN

Market research, cost model, decision matrix

Case study will follow the evidence.

AI & AutomationPlanned concept

AI Accessibility Testing Workflow

Combine automated checks and human review, documenting tool limitations.

PROPOSED TOOLS / DESIGN

Accessibility tools, review checklist, AI analysis

Case study will follow the evidence.

Data & ResearchPlanned concept

Search & AI Answer Visibility Experiment

Observe content structure, clarity and measured discoverability.

PROPOSED TOOLS / DESIGN

Search analytics, content variants, experiment log

Case study will follow the evidence.

PM & BusinessPlanned concept

Incident Communication Playbook

Design updates, escalation and stakeholder responsibilities during an outage.

PROPOSED TOOLS / DESIGN

Incident timeline, communication templates

Case study will follow the evidence.

PM & BusinessPlanned concept

ComplianceIQ

Propose SMB compliance monitoring for Pakistan, centred on deadlines and policy changes.

PROPOSED TOOLS / DESIGN

Django, source monitoring, AI-assisted review

Case study will follow the evidence.

AI & AutomationPlanned concept

OnboardOS

Use product documentation to propose role-specific onboarding paths.

PROPOSED TOOLS / DESIGN

Django, retrieval, role-based workflows

Case study will follow the evidence.

AI & AutomationIn development

Global Mobility AI Platform

A personal initiative exploring accessible visa and immigration information.

PROPOSED TOOLS / DESIGN

Three-module architecture; stack to confirm

Case study will follow the evidence.