IMS Engineering Capabilities

Built for Production.

Every capability within the IMS stack is engineered for production from day one — from proprietary learning machines and AI pipelines to secure cloud infrastructure and real-time data platforms.

AI / ML

AI & Machine Learning

ML pipelines, forecasting models, production AI systems, MLOps, responsible GenAI and explainable outputs. AI that is tested, validated and production-ready.

Backend

Backend & API Engineering

Scalable APIs, microservices, event-driven architectures, relational and time-series data, integrations and real-time processing.

Cloud

Cloud & Infrastructure

Cloud-native architecture, IaC, CI/CD pipelines, container orchestration, IAM, monitoring and incident response on AWS, GCP and Azure.

Data

Data Engineering

Data pipelines, warehousing, stream processing, analytics infrastructure and data products. From raw events to actionable business intelligence.

Security

Security Engineering

Secure-by-design architecture, threat modelling, penetration testing, compliance frameworks and secure software development lifecycle.

Frontend

Frontend & Product Engineering

Web applications, design systems, accessibility, performance optimisation, testing and dashboards. Interfaces that users actually trust.

Technology Stack

Languages

PythonTypeScriptGoRustSQL

AI / ML

PyTorchscikit-learnMLflowLangChainOpenAI API

Cloud

AWSGCPAzureTerraformKubernetes

Data

PostgreSQLTimescaleDBKafkadbtSpark

Security

OWASPSAST/DASTIAMSOC 2 patternsVault

Frontend

ReactTypeScriptNext.jsViteTailwind CSS

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