Hallyson Marques
Hallyson Marques

Analytics Engineer / Data Analyst

Actively looking · Member since 16 Sep 2026
Location
Goiânia, Brazil
Desired salary
Unspecified
Work preference
Remote Only
Experience level
Senior

About

Professional summary

I am a results-oriented Analytics Engineer and Data Analyst with over four years of experience building scalable ETL/ELT pipelines, cloud-based analytics solutions, and business intelligence products.

I specialize in translating complex business requirements into practical, high-impact data products using Python, SQL, AWS, dbt, and Power BI. My experience includes dimensional modeling, data contracts, Medallion Architecture, API integrations, and analytics dataset development.

In my current role, I design end-to-end cloud data pipelines and executive dashboards for fleet, financial, maintenance, digital product, and customer performance analytics. My work has helped reduce data latency, improve query performance, and support daily decisions for more than 30 active users.

I have delivered measurable operational outcomes through telemetry and customer analytics, including contributing to a 70% reduction in dangerous driving events and helping fleet managers reduce fuel costs by 30%.

I also bring experience in supply chain, procurement, financial auditing, inventory optimization, tax governance, and supplier performance analysis. I enjoy mentoring data professionals and using AI-assisted development workflows to improve engineering productivity, documentation, and automation.

My analytical background includes cohort analysis, churn modeling, RFM segmentation, survival analysis, and statistical modeling. I am committed to building reliable, well-modeled, and business-focused data solutions.

Skills

21 capabilities

Tech stack & tools

Working toolkit

Development

Experience

Career history

Data Analyst ITA Frotas

Designed and maintained end-to-end ETL pipelines integrating APIs and relational databases with AWS Lambda and AWS Glue. Reduced data latency by 40%, improved pipeline reliability, implemented data contracts to prevent schema drift, and applied Medallion Architecture to standardize ingestion, transformation, and modeling.

Built scalable operational, financial, and accounting data models and analytical datasets covering revenue, expenses, contracts, customers, cost centers, and ERP transactions. Delivered more than 10 Power BI executive dashboards for 30+ users, improved downstream query performance by 25%, reduced dangerous driving events by 70%, helped cut fuel costs by 30%, and mentored three data professionals in AWS, SQL, and modern data engineering practices.

Supply Chain Analyst America's Health

Performed financial audits and identified invoices paid without physical receipts, recovering more than R$90,000 in unreconciled financial transactions. Implemented monitoring and control routines for incoming tax documents to support compliance in receiving workflows and financial closing.

Developed supply chain KPIs that optimized inventory levels by 15% and improved supplier management. Structured procurement follow-up controls and priority matrices to identify delivery delays, partial receipts, and operational risks.

Supply Chain Intern EBM Desenvolvimento

Maintained procurement KPIs and tracked supplier performance metrics for more than 50 qualified suppliers. Produced weekly insights to support strategic sourcing decisions and supplier evaluation.

Standardized procurement master data for more than 5,000 material records and supported supplier qualification activities. Improved database search speed and reduced processing times by 20%.

Education

Learning history

UniALFA

Bachelor's Degree, Business Administration

Bachelor's Degree in Business Administration, graduated in 2022.

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