Analytics systems and automation
Pipelines, semantic layers, scheduled reports, dashboards, and recovery workflows.
Farih Muwaffaq
Data Analyst · Jakarta
Data/Systems/Decisions
Profile About
I am a Data Analyst who works across analytics systems, reporting automation, commercial analysis, and stakeholder communication.
I tend to start with the business question, trace the data and operational systems behind it, then build analysis that helps people decide what to do next.

01 How I work
Business context organizes the work. Tools, models, and dashboards support a decision rather than becoming the outcome.
Pipelines, semantic layers, scheduled reports, dashboards, and recovery workflows.
Production, pricing, channel, inventory, and performance signals tied to action.
Clear definitions, validation, access control, and escalation paths around sensitive data.
02 Career
Contribution: governed BI, semantic definitions, row-level access, pricing snapshots, and commercial monitoring across brands and channels.
Contribution: end-to-end KPI workflows, multi-source pipelines, recurring reporting automation, dashboards, and AI-assisted performance nudges for four FMCG brands.
Contribution: data validation, central-system integration, 10+ operational dashboards and reports, and escalation of data-integrity risks.
Contribution: production and profit bottleneck analysis supporting capacity growth from 300 to 5,000 units/day and channel expansion.
Built an education-startup initiative and developed entrepreneurial and stakeholder experience. Specific incubation, traction, and funding claims are not published because supporting evidence has not been verified.
03 Foundation
Formal study and operating experience shape how I connect technical work to organizational consequences.
Master of Management, January 2026 — present. Extending technical analysis through commercial, strategic, and organizational context.
Bachelor of Forestry Engineering, 2019 — 2023. A systems foundation shaped by interconnected resources, constraints, evidence, and long-term outcomes.
“We are always directed to create useful and relevant content based on data. His ability to analyze the latest trends and markets in data-driven content creation is undeniable.”
04 Selected credentials
Four programs that reinforce project-based analytics, data science, and decision-facing business intelligence.
Big Data Analytics — Project-Based Internship
202402Data scienceData Scientist — Project-Based Internship
202303Data analyticsData Analyst — Fullstack Intensive Bootcamp
202304Business intelligenceMicrosoft Power BI Desktop for Business Intelligence
202305 Technical range
Capability matters more than inventory. Each tool belongs to a specific part of the analytical workflow.
SQL · BigQuery · PostgreSQL · MySQL
Python · Pandas · NumPy · scikit-learn · Jupyter
Looker Studio · Power BI · Tableau · Metabase
Excel · Google Sheets · REST APIs · TablePlus
Tools support the work; decisions remain the organizing principle.