Evidence

Software and AI Case Studies

Selected examples of product engineering, architecture, AI integration and client delivery across real-world software platforms.

Discuss a Project Explore Services

Published Scope

A concise public index of selected product work across software, AI and platform delivery, focused on the engineering problem, approach and technologies used.

Case Study Index

Selected examples of product engineering, architecture, AI integration and client delivery across real-world software platforms.

Interface-style diagram representing a real-estate analysis dashboard

Analytics platform · Real estate

Real-Estate Analysis Application

A web application for analysing real-estate data through a structured product interface, with emphasis on maintainable dashboards, data modelling and decision-focused workflows.

Role: Full-stack engineering, architecture support, delivery planning and implementation.
Core technologies: React, Node.js, Python, MongoDB
Outcome: Delivered a maintainable analysis platform as part of client product engineering work.

Read case study

Search and LLM application · Knowledge workflow

AI-Powered Expert Search and Retrieval Platform

A search-oriented platform for finding relevant experts and information across structured and unstructured inputs using practical retrieval and AI-assisted product patterns.

Role: Applied AI/ML engineering, vector-search workflow design, product implementation and technical delivery support.
Core technologies: LLMs, Vector search, React, Node.js
Outcome: Delivered expert-search and retrieval workflows as part of real product engineering work.

Read case study

Diagram showing form inputs transformed into structured AI-assisted workflow output

Generative AI workflow · Business process automation

GPT-Based Form Workflow Application

A GPT-enabled application that applied large language models to structured form and workflow interactions while keeping normal product validation and review points in place.

Role: LLM integration, full-stack implementation, workflow design support and delivery coordination.
Core technologies: GPT workflows, React, Node.js, FastAPI
Outcome: Delivered an AI-assisted workflow that connected model output with structured application behaviour.

Read case study

Diagram representing attendees, sessions and admin controls in an online event platform

Event platform · Online events

Scalable Online Event Hosting Platform

An online event platform supporting event hosting workflows, participant experiences and administrative control for a time-sensitive product environment.

Role: Full-stack product engineering, platform feature delivery, issue resolution and handover support.
Core technologies: React, Node.js, MongoDB, Realtime workflows
Outcome: Published as a portfolio case study without client identity or private platform metrics.

Read case study

Have a Product, Training Session or Technical Talk in Mind?

Share the problem, audience and expected outcome. I will reply with the most relevant next step.

Discuss a Project Invite Me to Speak