Senior AI Engineering & Delivery Consultant: Generative AI, MLOps and Data Platforms
19+ years of experience
An experienced AI engineering and delivery leader with 19+ years in enterprise AI, machine learning, data engineering and analytics across retail, banking and financial services, and insurance. Available on a contract basis through Instrovate for organisations that need senior AI leadership or hands-on delivery, remotely or on-site, subject to availability and start date.
Where this consultant helps
- AI and GenAI strategy, architecture and roadmap
- Agentic AI and AI agents for engineering and data workflows (GitHub Copilot, Claude, Databricks Genie)
- MLOps and LLMOps (deployment, CI/CD, monitoring, platform setup)
- Data platform and lakehouse modernisation and migrations
- Responsible AI, AI governance, data quality and governance
- Building and leading AI, data science and data engineering teams
- Fraud analytics, credit risk, regulatory modelling and insurance analytics
- Executive dashboards and BI
Skills
AI and GenAI
- LLMs
- Agentic AI
- NLP
- Deep learning
- Responsible AI
Machine learning
- Predictive modelling
- Classification
- Regression
- Clustering
- Feature engineering
- Model validation
- TensorFlow
- PyTorch
Data engineering
- Databricks
- Spark
- Hadoop/Hive
- Data lakes and lakehouse
- ETL and pipelines
Cloud and platforms
- AWS
- Azure (Azure ML, AKS)
- GCP
- Kubernetes
- Docker
Languages and databases
- Python
- R
- SAS
- SQL
- Oracle
- SQL Server
- PostgreSQL
BI and analytics
- Power BI
- Tableau
- QlikView
- Statistical modelling
DevOps
- Git/GitHub
- Azure DevOps
- CI/CD
Industries
- Retail
- Banking & Financial Services
- Insurance
Typical engagements
- Interim head of AI or data engineering
- Principal AI architect
- GenAI/agentic pilot to production
- MLOps and LLMOps setup
- Lakehouse migration
- Fraud or risk analytics
How to engage
Contracts are signed with Instrovate Technologies L.L.C, which places the consultant with you. Share your requirement and we will confirm fit, availability and terms.
Available on a contract basis through Instrovate, remote or on-site, subject to availability and start date.
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Share your requirement and we will confirm fit, availability and terms.
Consultant profile: AI-001