**About the Project** Lead, scale, and continuously reinvent an **AI‑native engineering organisation** by empowering a high‑leverage team of AI architects and engineers **and automating repeatable engineering workflows with autonomous AI agents**, that turns breakthrough ideas into resilient, production‑grade agentic AI systems across both client work and the company’s own product portfolio **for global financial‑services institutions (banking, insurance, investment management) -**spanning use‑cases customer support agents, internal productivity assistants, documents workflow automation and others - compounding revenue, IP leverage, and long‑term strategic advantage. ***Objective & KPIs**:
Build a self‑sustaining AI‑native engineering function that delivers high‑quality, compliant, and reusable agentic solutions for FSI clients while maximising automation and team leverage. KPIs: - Mean lead‑time from prototype commit to production** 5 days**.- **50 %** internal engineering workflows fully automated by autonomous AI agents (baseline FY‑2025 audit).- **75 %** code/component reuse across new projects.
- Production model accuracy** 90 %**, latency ** 40 %.
- ** Own the design, packaging, and optimisation of Neurons Lab solutions** ***Skills**:



- AI‑native software engineering & agentic architectures
- MLOps automation and observability
- Large‑scale AWS (SageMaker, Bedrock, EKS) optimisation
- Regulatory & security compliance for FSI
- Organisational design and talent development
- KPI‑driven process improvement
- Strategic thinking & systems‑level problem‑solving ***Knowledge**: - Core‑banking, insurance, and asset‑management data flows & systems
- LLM orchestration patterns and prompt engineering best practices
- Foundations of traditional machine learning and ML models training from scratch
- Financial‑services regulatory frameworks
- AWS Marketplace packaging and Advanced‑Tier Partner requirements
- Code‑quality measurement (e.g., Codacy) and secure SDLC principles ***Experience**: - Led AI/ML engineering teams **15 50 +** in FSI domain while maintaining velocity
- Delivered production agentic AI systems with** 90 % accuracy & < 5 s latency**
- Deployed autonomous AI agents that automated** 40 %** of engineering/business processes
- Established, maintained and improved engineering standards and quality measures

📌 Head of Engineering (Roma)
🏢 Neurons Lab
📍 Roma