Requirements analysis, modular design, integration architecture and event-driven decomposition — done before a line of production code is written.
API integrations, data synchronisation and asynchronous pipelines that eliminate repetitive operations and keep information flowing reliably.
Practical integration of language models, retrieval and agentic workflows — only when they measurably reduce cost or unlock new capability.
Most problems in software projects are not technological. They come from unclear requirements, weak communication between business and engineering, and writing code before anyone agreed on what the system is meant to do.
Event-driven system pulling, processing and publishing local content via LLM-assisted workflows and social-media automation.
Asynchronous integration connecting heterogeneous business systems via RabbitMQ, with structured retries, observability and event sourcing.
End-to-end pipeline for article and social content production using LLMs, with quality gates and human-in-the-loop review.