AI pre-sales · Solutions architecture · Amazon Connect — SC cleared

AI Solutions Architect
& Pre-sales Lead

I design, sell and build agentic AI systems on AWS — Bedrock, AgentCore, the new Amazon Connect stack — for financial services and the public sector. Comfortable in front of a CIO, a risk committee or an engineer, and hands-on enough to ship what I propose.

Trusted by industry leaders

F1
Vodafone
L'Oréal
WEF
Accenture
Gov.UK

Technical Expertise

Specialized in building AI-powered systems that operate at enterprise scale

Agentic AI Systems

Claude Agent SDK on Bedrock AgentCore, MCP tool layers, LangGraph where control flow must be deterministic — with authorisation enforced in code, not in the prompt

Amazon Connect — the new stack

Nova Sonic voice, Q in Connect, agentic flows and AgentCore behind them. AI front doors that verify callers, act on real systems and hand off with full context

Real-time Pipelines

Low-latency streaming, live transcription/translation, and event-driven architectures at scale

RAG & Vector Search

Semantic search, knowledge bases, and retrieval-augmented generation with FAISS, LlamaIndex

AWS Architecture

Serverless, event-driven systems using Lambda, Bedrock, SageMaker, Connect, and CDK

Regulated Environments

SC cleared. Security-first design for financial services and government — audit trails, data residency, human-in-the-loop by default

ML Operations

Model training, fine-tuning, distillation, and production deployment with SageMaker

AI Portfolio

Production AI platforms demonstrating agentic workflows, RAG systems, and real-time automation

CloudOps Agent Studio

Agentic AWS Infrastructure Management

Multi-agent platform orchestrating Well-Architected reviews, cost optimization, and AI workflow design. Features LangGraph + Bedrock orchestration with automated Terraform generation.

Well-Architected AdvisorCost Strategist AgentAI Workflow DesignerAutomated IaC Generation
AWS BedrockLangGraphLambdaDynamoDBTerraform

MLOps Finance Platform

Regulatory Compliance RAG System

Enterprise RAG platform for financial document intelligence. Automated compliance monitoring against Basel III, GDPR, SOX with real-time risk scoring and natural language queries.

Document IntelligenceMulti-Framework ComplianceKnowledge Base RAGReal-time Monitoring
AWS SageMakerVector StoresFAISSLlamaIndexS3

AI Marketing Automation

Intelligent Campaign Orchestration

End-to-end marketing automation platform with AI-driven content generation, audience segmentation, and campaign optimization using real-time analytics and predictive modeling.

AI Content GenerationAudience SegmentationCampaign OptimizationPredictive Analytics
AWS BedrockEventBridgeLambdaDynamoDBOpenAI

Oasify

Gated Agentic Service-Desk Platform

AI agents that resolve service-desk tickets end-to-end — password resets, unlocks, access diagnostics — with authorisation re-checked in code inside every action, deployed in the customer's own AWS account. Adversarially tested; every attack refused.

Claude Agent SDK on AgentCoreMCP Tools via AgentCore GatewayProvable Authorisation GatesOwn-Cloud Deployment
Bedrock AgentCoreClaude Agent SDKMCPLambdaEntra / Graph

Agentic Amazon Connect

Live demo — a real agent, in your browser

An Amazon Connect chat that verifies identity, dispatches to a Claude agent on Bedrock AgentCore and writes its findings back to a ticket — with a panel narrating what the system is actually doing. Plus a grounded Q&A agent that answers only from an approved set.

Nova Sonic / Q in ConnectAsync Agent DispatchGates Outside the ModelRate-limited Public Sandbox
Amazon ConnectBedrock AgentCoreClaudeLambdaDynamoDB

Experience

A decade of building AI and cloud systems for global enterprises

2025 - PresentIndependent Consultant

Principal AI Systems Architect

Self-employed

  • •Real-time media analysis pipelines (live streaming, low-latency)
  • •Live transcription & translation systems (AWS Transcribe/Translate)
  • •ML model training & fine-tuning (SageMaker, distillation)
  • •Agent-based CloudOps & security automation
  • •RAG, semantic search, vector pipelines (FAISS, LlamaIndex)
2024 - 2025Contract

Lead AI / GenAI Architect

ROCK

  • •AI-powered contact centre for government customers
  • •Multi-tenant, low-latency architectures
  • •Voice agents & knowledge-base assistants
  • •Model fine-tuning & pre-training
  • •Regulated, security-sensitive environments
2022 - 2024Contract

AI Systems Architect / AWS Architect

Chakray Consulting

  • •AI-driven serverless platforms (finance & government)
  • •RAG pipelines & semantic search systems
  • •Real-time event-driven finance systems
  • •Government contract experience
2021 - 2022Contract

AI Solutions Architect

World Economic Forum

  • •AI-driven workflow automation
  • •Developer productivity tooling
  • •AI-assisted coding pipelines
  • •Architecture leadership
2016 - 2021Full-time

AI / AWS Architect

Accenture

  • •Customer-service AI agents for L'Oréal & Vodafone
  • •Voice-based AI agents & conversational workflows
  • •Logistics systems (routing, orchestration)
  • •E-commerce automation (Shopify integrations)

Roles I Take On

Contract or associate, through AWS partners and integrators or direct — with a focus on financial services and the public sector

AI Pre-sales & Solution Design

Discovery that finds the real problem, demos built in days rather than decks, proofs of concept scoped to answer the buyer's actual question, and proposals a delivery team can stand behind.

Fill a pre-sales seat

AI Solutions Architecture

Agentic systems that reach production: Claude Agent SDK on Bedrock AgentCore, MCP tool layers with authorisation in code, RAG and knowledge systems, and the AWS landing zone underneath — written by someone who ships it.

Own an architecture

Amazon Connect & Contact Centre AI

The new Connect stack — Nova Sonic voice, Q in Connect, agentic flows, Bedrock behind them. AI front doors that verify callers, act on real systems and hand off to humans with full context. Migrations from legacy estates included.

Add the AI layer

Let's Build Something

A pre-sales seat to fill, an architecture that needs an owner, a proof of concept that has to land, or a Connect estate that wants the AI layer — tell me what you're looking at.