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ABOUT

Hamza Ntwari

Senior Technical Consultant/London, United Kingdom

From discovery through go-live, I design clear technical paths, reduce integration risk, and help teams execute under real commercial and regulatory constraints.

TIMELINE

Execution history, operating style, and delivery signals

Profile context, measurable outcomes, chronology, product execution, and capabilities in one scroll path.

Executive Profile

Consulting approach and operating model

I help teams ship integration-heavy, data-critical products faster, with less operational risk.

I'm a Senior Technical Consultant with 8+ years of experience in enterprise software delivery, API-based systems integration, and client-facing solution design across fintech, compliance, and infrastructure domains. My work focuses on improving onboarding speed, ingestion reliability, and delivery consistency across global SaaS environments.

I operate at the point where engineering, product, and client needs meet - running discovery, designing workflows, unblocking integrations, and enabling teams with clear technical guidance. I also build internal tools and AI-assisted workflows (including LLaMA-based knowledge assistants and vector search) to improve delivery velocity without compromising reliability.

COLLABORATION FIT

  • Technical delivery for regulated or integration-heavy products
  • API and data-ingestion architecture across fragmented systems
  • Pre-sales technical support, scoping, and solution walkthroughs
  • Short-term advisory on product architecture and delivery unblockers

FOCUS AREAS

  • Enterprise integrations and onboarding for regulated environments
  • Data ingestion, validation, and reliability under real constraints
  • AI-assisted workflows with privacy and guardrails where needed
  • Documentation and enablement that unblocks teams fast

Performance

Delivery outcomes and measurable impact

Enterprise implementation scale, reliability, and commercial influence

100+

AML implementations delivered

GBP3M+

ARR influenced via pre-sales

40+

technical onboarding workshops

~15%

ingestion failures reduced

9+

sovereign Galileo deployments

99.98%

telemetry pipeline uptime

2016 - 2019

Secure systems delivery foundations

CGI Inc. | Technical Consultant (Secure Systems Engineering)

  • Delivered sovereign Galileo ground-segment deployments across Europe with 24/7 telemetry reliability.
  • Built high-availability infrastructure and tested failover/disaster-recovery scenarios under production constraints.
  • Handled site-critical deployment incidents and documented reproducible runbooks for support teams.

2019 - Present

Enterprise integration leadership

Napier AI | Senior Technical Consultant

  • Delivered 100+ enterprise AML implementations across EMEA, NALA, and APAC for regulated institutions.
  • Designed integration patterns across transactional, screening, and KYC flows to reduce onboarding risk.
  • Supported pre-sales technical cycles and solution workshops that influenced multi-year ARR outcomes.

2024 - Present

AI-assisted delivery operations

Internal systems + consulting enablement

  • Built a LLaMA-based knowledge assistant to speed technical retrieval and unblock delivery teams faster.
  • Implemented structured embeddings and vector-search workflows for better context recall under pressure.
  • Applied AI only where operationally useful, with clear privacy boundaries and regulated-client suitability.

Current Focus

Product execution portfolio

Live builds + in-progress systems

In parallel with consulting delivery, I build and ship practical products that demonstrate architecture, execution discipline, and production readiness.

Trackr

Live

Intelligent job application tracker

Vault42

Live

Personal content archive

AIM-X3

In Progress

Multi-user algo-trading platform (monorepo)

Capabilities

Working style, stack depth, and credentials

Delivery leadership, integration architecture, and AI systems thinking

DELIVERY

  • Stakeholder management and cross-functional alignment
  • Technical onboarding and requirements translation
  • Risk identification and issue-resolution leadership
  • Documentation, runbooks, and delivery enablement

TECHNICAL

  • REST APIs, WebSockets, Postman, Swagger
  • PostgreSQL / SQL and ingestion pipelines
  • Apache NiFi and integration workflow design
  • Jira, Confluence, Git, GitHub

AI

  • LLaMA-based knowledge assistants
  • Vector search and structured embeddings
  • Pragmatic AI workflow integration in delivery teams

EDUCATION + CERTIFICATIONS

BSc (Hons) Computer Science (Artificial Intelligence) - University of Kent (Upper Second Class (2:1))

  • IBM - Python for Data Science, AI & Development (2025)
  • IBM - Generative AI: Introduction and Applications (2025)
  • Cisco - Cybersecurity Pathway (2024-2025)

CERTIFICATIONS

Verified credentials

Python for Data Science, AI & Development

IBM

View cert
Issued May 4, 2025

Generative AI: Introduction and Applications

IBM

View cert
Issued May 2, 2025

Cybersecurity Pathway

Cisco

View cert
Issued Nov 3, 2024
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