RB CV

Experience & Skills

Senior Data Analyst · Dublin · Immediately available

I identify hidden failure points and turn them into clearer workflows, stronger controls, and better decisions.

What I fix in real environments


I bridge the gap between fragmented data and operational excellence, transforming legacy challenges into scalable, structured systems.

01

Process Optimisation

Fragmented and manual workflows

Legacy processes that slow teams down and create hidden operational risk. I redesign these into automated, high-velocity workflows that run without manual dependency.

Impact Elimination of bottlenecks and significantly reduced turnaround time.
02

Data Governance

Conflicting data across systems

Disparate systems producing multiple versions of the truth. I establish validation logic and clear ownership to ensure data consistency at institutional scale.

Impact A single source of truth for reliable cross-departmental reporting.
03

Business Intelligence

Decisions made without visibility

Leaders acting without traceability or real-time insight. I build the visibility layers that connect operational data directly to strategic decisions.

Impact Real-time KPIs and audit trails for informed, confident decision-making.
04

Operational Scalability

Processes that break under growth

Systems that depend on individuals rather than structure. I build processes that scale regardless of team size, volume, or pressure.

Impact Future-proofed operations capable of handling increased volume without friction.

Looking for a Senior Data Analyst or Process Improvement Specialist who owns the solution end to end? Let's discuss your current bottlenecks →

Visual model · broken state to restored state

The pattern across my work is consistent: identify where the system is failing, rebuild the workflow, and create visibility, control, and scalability.

Operational and data systems restored to function
What I fix in real environments — before and after

Skills Overview


What I do

  • I fix broken operational and data systems
  • I identify failure points, redesign workflows, and build solutions that scale
  • I take full ownership from problem identification to live implementation

What I deliver

  • Reduce manual processes and make them scalable
  • Enable real-time reporting and decision visibility
  • Design data governance frameworks that protect data at scale
  • Replace legacy workflows with efficient automated systems

How I think

  • I make complex data reliable at scale
  • I build systems that improve over time, not just once
  • I connect technical solutions to real business impact
  • I work from root cause, not surface symptoms

Core Skills


Data, systems, and reporting

  • Oracle SQL
  • Tableau
  • Power BI
  • Alteryx
  • MS Excel advanced
  • Access
  • Excel formulas
  • Data validation and reconciliation
  • Dashboard design and reporting visibility
  • Operational data analysis

Automation, delivery, and business support

  • VBA
  • REST APIs
  • Process automation
  • Cross functional collaboration
  • Agile methodologies
  • Project management
  • Root cause analysis
  • Data governance frameworks
  • Stakeholder communication
  • Problem solving under pressure

Languages


English

English

Fluent

Spanish

Spanish

Fluent

Portuguese

Portuguese

Native

Professional Experience


RB

Professional Development and Independent Projects

Dublin, Ireland · Remote | Jul 2023 - Present

Focused on technical development and independent data projects between roles, strengthening practical skills across automation, reporting, AI-assisted workflows, and end-to-end data handling.

  • Built automation workflows using AI, SQL, VBA, and REST APIs
  • Designed ETL prototypes and dashboards to practise end-to-end data handling
  • Developed a personal portfolio site documenting real project work, decision systems, and impact delivered
  • Completed professional certifications across Power BI, project management, Agile, AI, and remote work readiness

Completed certifications

Microsoft Power BI

Power BI

Microsoft

APM

APM PFQ

APM

APMG International

AgilePM Foundation

APMG International

Google

Google AI Essentials

Google

Grow Remote

Remote Work Ready

Grow Remote

WorkEqual

WorkEqual

WorkEqual

ICE Data Services

Senior Data Analyst

Intercontinental Exchange (ICE Data Services) · Dublin, Ireland | Jul 2016 - Jul 2023

Delivered high-impact data, automation, and governance solutions across global financial data environments (EMEA, LATAM, APAC). Recognised with Outstanding performance rating.

  • Designed and rebuilt data decision workflows across multi-asset environments, improving data integrity, traceability, and operational reliability
  • Replaced fragmented manual processes with automated systems using VBA and REST APIs, reducing processing time from minutes to sub-second execution and standardising workflows globally
  • Built data validation and governance frameworks supporting onboarding and control of high-volume financial data across multiple sources
  • Identified and resolved complex data issues across vendor feeds, issuer records, exchanges, and internal systems, preventing downstream impact on custody and fund accounting processes
  • Acted as escalation point for data discrepancies, performing root cause analysis across complex system dependencies and ensuring resolution before client impact
  • Built reporting systems and dashboards (SQL, Access, Tableau) providing real-time visibility into operational performance, error trends, and reconciliation status
  • Translated business requirements into structured data solutions, working closely with business analysts, developers, and QA teams
  • Supported UAT, validation processes, and release cycles to ensure alignment between business expectations and system outputs

Key Projects

Automation

Global ServiceNow Automation (Fixed Income)

Designed and implemented API-based automation for incident creation, eliminating manual processes and reducing execution time from minutes to sub-second response while standardising escalation logic across regions.

Governance

Multi-Market Data Validation Framework

Designed governance and validation structure across multiple data sources, improving data consistency, traceability, and operational efficiency through automated controls and monitoring dashboards.

Integration

Vendor Data Integration and Stabilisation

Led onboarding and stabilisation of high-volume data sources, resolving conflicting logic across systems and implementing tracking mechanisms to prevent regression.

Aramark Ireland

Cleaning Operative

Aramark Ireland · Dublin, Ireland · On-site | Aug 2015 - Jun 2016

Maintained continuous employment after relocating to Ireland while identifying opportunities aligned with my prior analytical, operational, and process improvement experience.

  • Maintained high standards of cleanliness and compliance across client sites
  • Worked within structured operational environments with strict adherence to procedures
  • Demonstrated reliability, adaptability, and commitment during transition into the Irish job market
Golden Stern Insurance Broker

Insurance Technician (Consultant)

Golden Stern Insurance Broker · São Paulo, Brazil | 2011 - 2015

Supported brokerage operations through reporting improvement, process automation, and client-focused consultancy, helping scale data visibility and operational efficiency in a traditional insurance environment.

  • Developed structured reporting tools to improve visibility across portfolio and operational data
  • Reduced manual work through automation and more reliable data handling processes
  • Supported leadership decision-making with clearer, more timely reporting outputs
  • Maintained consultancy support for a major client while working remotely from Dublin

Key Projects

Portfolio visibility

Reporting Framework and Portfolio Visibility (2011-2015)

Built structured reporting frameworks to improve visibility across insurance portfolio data, reducing manual tracking and enabling faster, more reliable decision-making for leadership.

Automation

Process Automation in Brokerage Operations (2011-2015)

Introduced automation into traditional brokerage workflows, reducing repetitive manual tasks, improving data consistency, and creating more scalable operational support without increasing headcount.

Remote consultancy

Remote Consultancy Model for Tier 1 Client Support (2014-2015)

Transitioned to a remote consultancy model from Dublin while continuing to support a major client in São Paulo, maintaining service continuity, disciplined communication, and strong client confidence ahead of broader remote work adoption.

SulAmérica

Senior Analyst - Special Projects

SulAmérica Health Insurance · São Paulo, Brazil | 2004 - 2010

Led process improvement, client retention reporting, requirements analysis, and operational redesign initiatives across a regulated health insurance environment serving major corporate accounts.

  • Mapped and redesigned complex business processes across 11 operational departments, translating stakeholder input into structured requirements and process improvements
  • Designed customised performance management and risk analysis reports for VIP clients, giving account managers visibility to identify cancellation risk early and support proactive client retention decisions
  • Worked closely with developers to ensure business requirements were clearly understood, technically feasible, and delivered against operational needs
  • Eliminated physical invoice distribution by redesigning the process into a digital delivery model, reducing operational costs by approximately R$20,000 per month (roughly US$10,000 at the time) while maintaining compliance with Brazil's health insurance regulator
  • Proposed and delivered early mobile reporting for the Imminent Cancellation Risk report, making critical risk information accessible on BlackBerry devices before mobile business intelligence became standard

Key Projects

Client retention

Cancellation Risk Intelligence & VIP Client Reporting (2008-2010)

Developed customised performance management and risk analysis reports for the ASO portfolio's Tier 1 clients, including Mercedes-Benz, Goodyear, Monsanto, and Mapfre, covering 36 economic groups whose operational complexity represented a disproportionate share of team hours. Reports gave account managers structured visibility to identify cancellation risk early and take proactive CRM action to protect key relationships.

Process redesign

ASO Portfolio Workload Analysis & Process Redesign (2010)

Led a structured operational analysis of the ASO product across 11 departments, interviewing 12 staff and mapping 847 hours of monthly operational activity. Identified that 7 clients, representing 19.44% of the portfolio, generated 57% of all operational hours, with Mercedes-Benz alone accounting for 19.34%. Used this analysis to redesign workflows, reduce reactive load, and improve process traceability across the client management team.

Process redesign

Digital Invoice Transformation (2009)

Redesigned a fully manual postal invoice process into a digital distribution model, eliminating printing and postage overheads and reducing operational costs by approximately R$20,000 per month (roughly US$10,000 at the time) while improving delivery speed and ensuring regulatory compliance.

Reporting

Automated Reporting and Dashboard Framework (2008-2010)

Built automated reporting solutions combining database queries, Excel VBA, and structured dashboards, enabling real-time visibility into operational and financial data while eliminating manual report preparation across the team.

Early adoption

Early Mobile Cancellation Risk Reporting (2009)

Formally proposed and delivered mobile reporting for the Imminent Cancellation Risk report, making it accessible on BlackBerry devices at a time when smartphone-based business reporting was not yet standard. The report was updated fortnightly and required constant executive accessibility. The initiative was presented as a formal internal innovation proposal aligned to SulAmérica's strategic vision, ahead of broader market adoption of mobile business intelligence.

Qualifications


Academic 2
Mackenzie

B.A. in Business Administration

Mackenzie Presbyterian University | São Paulo, Brazil

DBS

Modular Skills Certificate in Data Analytics (NFQ Level 8)

Dublin Business School | Dublin, Ireland

Professional Certifications 6
APM

APM Project Fundamentals Qualification (PFQ)

APM — Association for Project Management

View certificate →
Cenit

Analyzing and Visualizing Data with Microsoft Power BI

Cenit College

Impacta

Excel VBA and Logic Programming

Impacta Tecnologia

Impacta

Project Management Training

Impacta Tecnologia

Google Certifications 5

What this experience means in practice


I step into complex data and process environments, identify the failure points quickly, communicate clearly across every level of the organisation, and deliver practical improvements without waiting for perfect conditions. That is what 15+ years in regulated operational environments has trained me to do.

Enter

I step into complex data and process environments, often without full documentation or perfect conditions already in place.

Identify

I locate the actual failure point quickly, not the symptom. Root cause first, redesign second, a fix that holds.

Communicate

I translate clearly across every level: operations, developers, governance, leadership, without losing precision in any direction.

Deliver

I deliver practical improvements that scale, systems that hold under pressure long after the project closes.

Thinking Patterns

How I Think (FAQ)


Not a script, but a window into how I actually operate. Questions recruiters and operations leaders typically ask, answered directly.

Operating Principles

Clarity before complexity
Structure before scale
Decision quality depends on context quality
Automation should reduce friction, not hide risk
AI works best alongside structured human reasoning
Fix the system, not just the symptom

Thinking & Approach

Method How do you approach a broken or underperforming process?

I start with the failure, not the fix.

Most process problems are symptoms of something one or two layers upstream — a design gap, a missing ownership rule, or a visibility problem. I map the current state first, identify where the actual failure sits, then redesign. That order matters. Fixing the symptom produces solutions that fail again, differently.

Bridging How do you work across technical and business teams?

I speak both languages without needing a translator in either direction.

At ICE I translated between operations teams in Dublin and development teams in India and the US daily. At SulAmérica I mapped 847 hours of monthly work across 11 departments to make structural arguments to leadership. I adjust the layer of abstraction, not the accuracy of what I am saying.

Pressure How do you operate in high-pressure or ambiguous environments?

Ambiguity is where my approach is most useful.

At ICE I resolved live production failures across 36 global data sources while the system was still running, often without full dependency documentation. I delivered REST API automation under urgent timelines and managed competing stakeholder requests during a three-region rollout. Pressure removes the optional parts. My approach stays the same.

Technical Depth & Modern Practice

Technical How technical is your background in practice?

Technical enough to build practical solutions. Experienced enough to know when building is not the best answer.

Production Oracle SQL, REST API integrations built from scratch, VBA automation, Tableau and Power BI dashboards at institutional scale, end-to-end ETL. I also know when a well-structured governance document solves the problem faster than code. The judgement between the two is the senior part.

AI How do you use AI in your analytical and operational work?

As a structured thinking tool, not a shortcut.

I use it to structure requirements, pressure-test process logic, and sharpen stakeholder communications. What matters is the quality of what you give it: clear context, defined constraints, and a specific question. Without that, the output is noise. I treat the setup the same way I treat requirements gathering — it determines whether the result is useful.

Availability & Fit

Gap How have you spent the period since ICE Data Services?

Deliberately. Certifications, independent projects, and time used intentionally.

Power BI, APM Project Fundamentals, AgilePM Foundation, and Google AI Essentials completed. I designed and built this platform applying BA methodology end to end. I also spent meaningful time as a present father, while continuing to build the skills, clarity, and direction I now bring back into my professional work. I return with stronger credentials, clearer focus, and a more precise sense of where I add the most value.

Fit What environments do you work best in?

Regulated, complex environments where operational clarity has a direct impact on outcomes.

Financial services and insurance are where my evidence base is deepest. I work best where the problems are genuinely hard: fragmented systems, unclear ownership, broken governance, or processes that have outgrown their design. I do not need perfect conditions. I need a real problem and room to approach it properly.

Beyond CV What does the CV not fully show?

The CV shows outcomes. It does not show the judgement calls made to get there.

During the ServiceNow rollout, different teams requested conflicting changes. I had to decide what to include, what to defer, and how to manage expectations without losing adoption momentum. That kind of call happens constantly in senior operational work. It does not appear in bullet points.

Open to the right operational, data, or process improvement role


Based in Dublin, available immediately, open to hybrid, remote, or on-site roles across financial services, insurance, and operations-intensive environments.