Masinde Mtesigwa · Data & AI Engineer

Futuristic data platforms, production AI, and agent-led workflows that stand up to reality.

Based in Espoo, Finland, I turn messy data ecosystems into reliable intelligence engines—pairing cloud-native engineering with responsible AI practices.

  • Production AI systems with enterprise-grade observability and governance
  • Cloud-native data platforms that turn messy ecosystems into reliable intelligence engines
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Current Experience

Leading AI and data platform initiatives with focus on production readiness and business impact.

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2025 — Present

CEO & Founder / Principal Data & AI Engineer · SISUIQ

Founded SISUIQ and lead product & AI strategy while staying hands-on across platform and app delivery.

  • Designed a lakehouse on Azure Databricks + ADLS with Delta/Medallion powering analytics and ML.
  • Built ETL/ELT (ADF + Databricks Jobs + PySpark/SQL) with contracts, tests, and cost/perf monitoring.
  • Shipped GenAI/RAG services (FastAPI + Azure/OpenAI + embeddings) with guardrails, observability, and model versioning (MLflow).
  • Drove AI-assisted engineering rollout (Cursor, Claude Code, Copilot): prompt libraries, context packs, office hours & playbooks.

Core Capabilities

Strategic clarity meets engineering precision. Each engagement blends discovery, delivery, and enablement.

Production AI Systems

Focus

Architecting ML platforms with automated testing, blue/green deploys, and living documentation.

  • Model registries & feature stores
  • Evaluation pipelines and guardrails
  • Observability-first culture

AI Agents & Automation

Focus

Crafting RAG-powered agents that handle DevX, operations, and analytics workloads with governance built in.

  • Domain-grounded copilots
  • Safety scopes with RBAC
  • Telemetry and feedback loops

MLOps Leadership

Focus

Pairing engineering discipline with product thinking so AI launches with clear metrics and adoption plans.

  • Roadmaps & enablement
  • Infra + platform automation
  • Cross-functional coaching

Technical Stack

Fluent across modern data, AI, and platform tooling—ready to integrate with your ecosystem.

PythonTypeScriptAzure MLAWS SageMakerDatabricksSnowflakeApache SparkMLflowKubernetesDockerLangChainPostgreSQL

Featured Projects

A snapshot of recent AI platforms, agent ecosystems, and data products designed for measurable outcomes.

Let's collaborate

Ready to build AI systems that are as responsible as they are ambitious?

Whether you need a strategic partner, a platform steward, or an embedded builder—let's design the future together.

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