Work Samples &
Project Blueprints
A mix of real case studies from previous work and solution blueprints showing exactly what I build — one per capability area. All systems are tailored to specific business requirements.
Process Analytics Dashboard
The Problem
Process engineers spend hours manually reviewing sensor exports and SCADA data in spreadsheets — with no structured way to detect faults, flag anomalies, or identify degraded instruments before they cause process failures.
The Solution
An interactive analytics dashboard that automatically classifies sensor data, detects anomalies, monitors instrument health, and generates diagnostic reports — replacing manual spreadsheet review with real-time, structured process diagnostics.
Key Capabilities
Workflow
Sensor export or live process data feed ingested
Sensors classified by type, range, and tag naming
Statistical methods flag outliers and frozen readings
Cross-sensor relationships mapped and visualised
Structured diagnostic report generated automatically
AI Lead Pipeline for Real Estate Agencies
The Problem
Real estate agents lose deals because new enquiries sit uncontacted for hours, follow-ups are forgotten, and there's no visibility into which leads are worth pursuing. Time is wasted chasing cold prospects while hot buyers go elsewhere.
The Solution
A custom AI-powered lead pipeline that instantly scores every new enquiry, assigns it to the right agent, and triggers personalised follow-up sequences automatically — so no buyer or seller lead is ever missed or left waiting.
Key Capabilities
Workflow
Lead captured from portal, website form, or referral
Scored on budget, timeline, intent signals & property fit
Auto-routed to best-fit agent based on area and availability
Personalised email/SMS sequence triggered immediately
Agent notified with lead summary and recommended next action
Supply Chain Approval Automation for Manufacturers
The Problem
Manufacturing procurement teams lose days chasing sign-offs on purchase orders across email chains, spreadsheets, and phone calls. Delays stall production lines, emergency purchases go over budget, and there's no audit trail when things go wrong.
The Solution
A purpose-built procurement automation system that handles purchase requests, validates against budget and supplier contracts, routes approvals based on spend thresholds, and notifies suppliers — all without a single manual email.
Key Capabilities
Workflow
Planner or engineer submits materials request
System validates against supplier contracts and budget
Routes to correct approver tier based on spend value
Approved PO dispatched to supplier automatically
Order status tracked; production planner notified on ETA
AI Document Processing
The Problem
Finance and operations teams spend hours manually extracting data from invoices, contracts, and reports. The process is slow, error-prone, and doesn't scale.
The Solution
An AI-powered document processing pipeline that automatically extracts structured data from uploaded documents, validates it, and outputs clean JSON or database records for downstream systems.
Key Capabilities
Workflow
PDF, image, or Word document submitted
NLP model extracts fields and values
Rules engine checks extracted data quality
Clean JSON / database record produced
Data sent to ERP, CRM, or other systems
Business Analytics Dashboard
The Problem
Business leaders make decisions based on intuition because data is trapped in spreadsheets and siloed systems. There is no single view of what is actually happening across operations.
The Solution
A real-time analytics dashboard that aggregates data from multiple sources, calculates key KPIs automatically, and presents actionable insights through clean, interactive visualisations.
Key Capabilities
Workflow
Pull from databases, APIs, and CSV sources
Clean, normalise, and calculate metrics
Apply business logic and aggregations
Real-time charts, tables, and trend analysis
Notify stakeholders when thresholds are breached
Engineering Workflow Automation (CFD)
The Problem
Engineers running CFD simulations manually configure each job, wait for results, and process output by hand — a time-consuming cycle that delays projects and limits the number of design iterations.
The Solution
An automated simulation workflow that manages parameter sets, submits batch jobs, monitors execution, processes results, and generates structured reports — enabling rapid design exploration.
Key Capabilities
Workflow
Input design parameters and case definitions
Automated mesh creation and quality checks
Batch jobs submitted to compute cluster
Output parsed and key metrics extracted
Structured PDF/data report produced automatically
Want to build something like this for your business?
Each blueprint here is a real system I can design and build for you — tailored to your specific operations, workflow, and goals.
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