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Ichsan Medi

@ichsanmedi

Data Analyst II at StraitsX who built Cards reporting and reconciliation, with dashboards spanning billing, fraud risk, and compliance.

Indonesia

Message

At StraitsX, I own Cards data reporting across billing, settlement, and revenue metrics, and led reconciliation of billing discrepancies to improve the accuracy of settlement reporting used for partner invoicing and financial close.

I built Apple Pay and token provisioning tracking, delivered VISA quarterly regulatory reports, and supported fraud risk management with dashboards and anomaly detection reporting. I also produced cardholder geographic and ATM analytics to inform product expansion decisions.

Previously, at BukuWarung, I developed a predictive model that reduced defaulted loan users by 20%. At BitHealth, I built an end-to-end group indicator system using BigQuery, Apache Airflow, and Power BI, and developed an OCR-based program using Google Vision API.

Experience

Work history, roles, and key accomplishments

Current

Data Analyst II

Current

StraitsX

Aug 2025 - Present (1 year 2 months)

StraitsX powers compliant, programmable transactions with our stablecoins. Built for institutions, exchanges, and fintechs globally.

What have I done:

Owned Cards data reporting across billing, settlement, and revenue metrics, ensuring accurate financial data for multiple card programs and client segments

Led reconciliation of Cards billing discrepancies, improving accuracy of settlement report

Current

Mentor

Current

MySkill

Aug 2022 - Present (4 years 2 months)

Mentoring Microsoft Excel intensive bootcamp

Senior Data Analyst

BukuWarung

Jan 2024 - Apr 2025 (1 year 3 months)

Collaborated closely with stakeholders from the Financial Services Tribe and Risk Tribe to understand and address their needs.

Designed and implemented effective, insightful management and operational dashboards for lending products (Community Loan and Individual Loan).

Reduced the number of defaulted loan users by 20% by developing a predictive model to identify potential defaulters before thei

Data Analyst

BitHealth

Apr 2021 - Dec 2023 (2 years 8 months)

Led projects for healthcare-based clients, addressing their unique needs and challenges.

Assisted clients in building machine learning models, designing data workflows, and conducting comprehensive data analyses.

Developed an OCR-based program leveraging Google Vision API capabilities.

Built an end-to-end company-wide group indicator system using BigQuery, Apache Airflow, and Power BI, streamli

Data Analyst

Celerates

Apr 2020 - Mar 2021 (11 months)

Collaborated on projects for diverse clients across industries, including Oil & Gas, Telecommunications, and Government Ministries.

Worked as part of cross-functional teams to deliver high-quality solutions tailored to client needs.

Assisted clients in data modeling, analysis, transformation, visualization, and warehousing to enhance data-driven decision-making.

Designed and implemented dashboa