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tommoriaren/README.md

Hi, Iโ€™m Tommy ๐Ÿ‘‹

Data Analyst (Operational & Business Analytics)

Data Analyst with 5+ years of experience handling business-critical operational data in SLA-driven environments, particularly within the Travel Tech industry.
I specialize in data accuracy, validation, operational reporting, and transforming raw data into actionable insights for business and operational decision-making.


๐Ÿš€ About Me

Strong Operational Data Foundation

I spent over 5 years managing airline fare, pricing, and contract data within Travelport (Galileo GDS), where precision, auditability, and zero-error tolerance are mandatory.

Structured Career Transition

I transitioned from Data Operations into Data Analytics through project-based learning, hands-on analytics projects, and real-world operational data system implementation.

Data First, Tools Second

I focus on how data flows, where errors occur, and how insights support decisions, not just on tools or dashboards.


๐Ÿ›  Skills & Tools

Hard Skills (Data & Analytics)

  • SQL (Data Extraction, Aggregation, Reporting)
  • Data Quality Assurance & Data Validation
  • Operational & Business Data Analysis
  • User Retention & Behavioral Analysis
  • SLA, Error Rate, and Turnaround Time Monitoring

Visualization & Reporting

  • Looker Data Studio
  • Microsoft Excel (Data Cleaning, Pivot Tables, Automated Templates)

Data-Supporting Technologies

  • MySQL
  • PHP (Laravel โ€“ operational data systems)
  • REST API (conceptual understanding)

๐Ÿ“‚ Portfolio Projects

๐Ÿ—„๏ธ TechCorp SQL Analysis

Performed SQL-based data extraction, filtering, aggregation, and reporting to support operational analysis and answer structured business questions using relational datasets.

๐Ÿ“ˆ User Retention Analysis

Analyzed user behavior data to identify retention patterns and churn indicators, translating analytical results into business-focused insights.

๐Ÿ“Š Data Visualization โ€“ Looker Data Studio

Built interactive dashboards to monitor KPIs and operational trends, enabling stakeholders to quickly identify performance issues and improvement opportunities.

๐ŸงŠ Operational Data Project โ€“ Alfa Frozen Jaya (OJT)

Digitized manual operational processes into structured data systems to improve reporting accuracy and operational efficiency.

Key Contributions:

  • Structured operational data for reporting readiness
  • Implemented data validation to ensure consistency
  • Supported management with reliable operational reports

Tools: MySQL, Laravel (data source system), Excel


๐Ÿ“ˆ Professional Experience

Data Analyst โ€“ Operational Data

ATI Business Group (Client: Travelport)
5+ Years

  • Managed and validated airline fare and pricing data in production reservation systems
  • Conducted data audits to reduce transaction errors and revenue risk
  • Produced operational reports on volume, error rate, and turnaround time
  • Worked under strict SLA and compliance requirements in a global environment

This role built a strong foundation in data accuracy, analytical discipline, and real-world operational data challenges.


๐ŸŽฏ What I Bring as a Data Analyst

  • Operational Accuracy Mindset
    Data must be correct before it becomes insightful.

  • Business-Oriented Analysis
    Insights are valuable only when they support decisions.

  • Clear Communication & Documentation
    Comfortable explaining findings to technical and non-technical stakeholders.


๐ŸŽ“ Education

Bachelor of Information Systems
Bina Nusantara University
Focus: Database Systems, Business Process Analysis, System Design


๐Ÿ“ซ Letโ€™s Connect

Turning operational data into reliable insights.

Pinned Loading

  1. TechCorp-SQL-Analysis TechCorp-SQL-Analysis Public

    SQL portfolio project for TechCorp, an e-commerce electronics company. Features comprehensive data analysis using MySQL to solve business problems regarding customer behavior, sales performance, anโ€ฆ

  2. alfa-frozen-jaya-web alfa-frozen-jaya-web Public

    An integrated digital platform for Alfa Frozen Jaya, combining a comprehensive E-Catalog for frozen food and grocery products with a web-based employee attendance system.

    Blade