Yasmeen Y.

I build AI applications: agents that work with business tools, assistants that search company documents, and applications that let people ask questions about their data in plain English. I’m a solutions architect and developer with 10+ years in enterprise software. My experience includes web and mobile applications, databases, automation, and GIS. I handle both the design and the development, so I can help you work out how a system should fit together and then build it. 𝗔𝗜 𝗔𝗽𝗽𝗹𝗶𝗰𝗮𝘁𝗶𝗼𝗻𝘀 The AI projects I work on include: • Agentic AI — agents connected to APIs and internal tools, with a defined set of tasks and permissions. • RAG assistants — questions and answers based on your company’s documents and knowledge sources. • Natural Language to SQL — applications that turn a user’s question into a query against business data. • NLP — processing text and documents so the information can be used elsewhere in the business. • OpenAI, Claude, and Gemini integration in existing applications or new products. • Invoice processing, recommendation systems, personalisation, and predictive analytics. There are a few things I like to settle early: which data the application can use, who can access it, and how we’ll check whether the answers are useful. Those choices affect the rest of the build. 𝗘𝗻𝘁𝗲𝗿𝗽𝗿𝗶𝘀𝗲, 𝗪𝗲𝗯 & 𝗠𝗼𝗯𝗶𝗹𝗲 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗺𝗲𝗻𝘁 Much of my background is in enterprise applications. I’m used to working through business rules, database requirements, and integrations as part of the same project. • Application architecture and technical planning. • Full-stack development for enterprise applications and SaaS products. • Android and iOS applications, including the backend services they depend on. • REST APIs, microservices, and third-party integrations. • Updates to legacy applications and plans for modernising them. • Authentication and role-based access. • Cloud deployment and build and release automation. You can bring me in for a complete build, an architecture review, or a specific part of an existing application. 𝗗𝗮𝘁𝗮𝗯𝗮𝘀𝗲𝘀 & 𝗚𝗜𝗦 Database design and geospatial work are also part of my background. • Data modelling and database architecture. • Query optimisation and database performance work. • Relational, vector, graph, and geospatial databases. • Interactive maps and location-based applications. • Geospatial data systems, with experience on global GIS projects. 𝗗𝗮𝘁𝗮 𝗔𝗻𝗻𝗼𝘁𝗮𝘁𝗶𝗼𝗻 & 𝗧𝗿𝗮𝗶𝗻𝗶𝗻𝗴 𝗗𝗮𝘁𝗮 I’ve also worked on preparing and annotating data for AI and machine-learning projects. This is available as a separate service if you already have a development team. • Cleaning and organising the source data. • Preparing datasets for annotation and labelling. • Annotating data and reviewing labels for consistency. • Preparing the resulting datasets for model training and evaluation. • Automating preparation steps that need to be repeated. • Designing the underlying data model and database where needed. 𝗪𝗲𝗯 & 𝗧𝗲𝘀𝘁 𝗔𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻 If your team spends time repeating the same browser tasks or moving data between systems, I can help automate that work. • Browser automation for tasks carried out through websites and internal web applications. • API integrations that pass information between business systems. • Workflows for collecting, validating, and processing data. • Automated tests for web applications and backend services. • Regression checks for existing features as the application changes. • Document workflows that combine data processing with AI. 𝗣𝗿𝗼𝗷𝗲𝗰𝘁 𝗘𝘅𝗽𝗲𝗿𝗶𝗲𝗻𝗰𝗲 To give you a sense of the work I’ve done: • Enterprise NL2SQL platforms and RAG knowledge assistants. • Intelligent invoice processing and recommendation systems. • Workforce planning and university inventory management. • Warehouse and transport management applications. • OrbitView, an AI-powered geospatial intelligence platform. These projects sit within a broader background across healthcare, banking, telecoms, aviation, education, government, logistics, and retail. 𝗛𝗼𝘄 𝗜 𝗪𝗼𝗿𝗸 • First, I want to understand what you need and what is already in place. • I’ll explain the technical options and what each means for the scope, complexity, and ongoing maintenance. • I can own a defined piece of work or work alongside your developers. • I stay involved in the implementation, from design through deployment. Tell me what you’re working on and where you need help. An outline of the idea, a current application, or a specific technical problem is enough to start the conversation. Updated: November 03, 2026