Turning Complex Data into Operational Impact & Applied AI.
Experienced in orchestrating nationwide logistics operations analytics at PT Satria Antaran Prima Tbk ("SAP Express"). Specializing in executive KPI architecture, nationwide courier compensation modeling across 500+ cities, and production Computer Vision pipelines.
Azzan Dwi Riski, S.Kom.
QSE Coordinator & Data Analyst
Promotion
QSE Coordinator
National Hackathon
2nd Place: Komdigi x DQLab
1+ Year
Enterprise Operations
At PT Satria Antaran Prima Tbk
500+ Cities
Compensation Modeling
UMK 2026, Fuel & LDI Factors
3.87 / 4.00
CS Honors Graduate
Universitas Mercu Buana
2nd Place 🥈
National Data Hackathon
Kemenkomdigi RI x DQLab
Bridging Operational Reality with Advanced Analytics
A blend of enterprise operational analytics, computer vision engineering, and business intelligence.
Nationwide Operations & QSE Leadership
Leading Quality & Service Excellence (QSE) analytics at PT Satria Antaran Prima Tbk ("SAP Express"). Architecting executive KPI tracking (NOS GM/RM Visibility, SULTIM), monitoring SLA & On-Time Performance (OTP) across hundreds of hubs, and designing nationwide courier compensation models incorporating UMK 2026 across 500+ cities/regencies.
Applied Computer Vision
Trained and optimized lightweight MobileNetV3 architectures deployed via TensorFlow Lite directly on courier mobile applications to automate Proof of Delivery (POD) validation and prevent package disputes.
High-Scale Data Pipelines
Handling millions of rows with Power Query M-Code, DAX Studio, Python, and Google Apps Script. Streamlining data consolidation across enterprise core systems (CoreSys) into automated executive dashboards.
Informatics Graduate with Honors (3.87/4.00 GPA) & National Scholar
Graduated with distinction from Universitas Mercu Buana with specialized research in Multimodal Deep Learning (Late-Fusion of Text & Vision). Awarded the OSC Medcom.id Full Scholarship (selected out of 50,000+ national candidates) and won 2nd Place Nationally at the Hackathon Komdigi x DQLab 2025.
Professional Experience
From machine learning foundations to leading operational intelligence at a nationwide logistics scale.
PT Satria Antaran Prima Tbk. ("SAP Express")Current
Public Logistics & Express Delivery Enterprise
QSE Coordinator & Data Analyst
Promoted- •Coordinated and monitored national operational quality and performance standards across hundreds of Hubs/Sub-Hubs and thousands of couriers across Indonesia.
- •Architected nationwide courier compensation and incentive models aligned with UMK 2026 across 500+ cities/regencies, integrating fuel allowances (BBM), volume tiers (Kg Delivered), and Logistic Difficulty Index (LDI) to ensure operational financial sustainability.
- •Engineered an automated Computer Vision model (MobileNetV3, TensorFlow, TFLite) for mobile Proof of Delivery (POD) photo verification to filter invalid/fraudulent entries in real-time.
- •Formulated QSE operational policies and audit guidelines (Internal Memo) for POD Delivered/Undelivered compliance between branch leaders and central operations.
QSE Data Analyst
- •Built executive KPI tracking dashboards (NOS GM/RM Visibility, SULTIM) to monitor national SLA, On-Time Performance (OTP), and failure rate metrics for C-level and regional executives.
- •Automated multi-million row operational data transformation pipelines using Power Query (M Code), DAX Studio, and Excel Data Models, slashing weekly reporting turnaround by over 50%.
- •Executed deep-dive root-cause analyses on thousands of customer complaint tickets (damage, lost, delayed delivery) for VIP Business Solution clients.
Home Credit Indonesia x Rakamin Academy
Consumer Finance & FinTech
Project-Based Virtual Intern: Data Scientist
- •Executed end-to-end data science workflows on financial transaction datasets, including data extraction (SQL), EDA, feature engineering, and predictive modeling for customer risk/churn.
- •Constructed analytics reports and interactive dashboards demonstrating customer segmentation and credit risk behavior to support business stakeholders.
Bangkit Academy led by Google, Tokopedia, Gojek, & Traveloka
Tech Consortium Internship
Machine Learning Cohort (Internship)
- •Completed rigorous training in advanced machine learning, deep learning, computer vision, and NLP curated by Google and industry mentors.
- •Developed the DermoAlly Android app's CNN classification model with TensorFlow, handling end-to-end data preprocessing, augmentation, hyperparameter tuning, and TFLite mobile deployment.
“Azzan is a team member who works efficiently, is reliable, and takes full responsibility for his work. Keep shining! ✨”
Galih CaesarioDirect Supervisor
Head of Quality Service Excellence (QSE) at PT Satria Antaran Prima Tbk
Proof of Work & Deployed Projects
Real-world systems spanning enterprise logistics operations, deep learning classification, and executive business intelligence.
Enterprise AICourier App Proof of Delivery (POD) Image Classifier
Engineered an automated on-device Computer Vision classifier using MobileNetV3 to validate delivery proof photos directly in courier mobile apps. Classifies submissions into Valid Recipient, Package/Waybill, Background, or Blurry to eliminate false delivery disputes.
Power BI SpecializationSuperstore Executive Analytics Dashboard
Comprehensive Power BI BI suite for multi-regional sales, profitability, and customer retention. Built with robust star-schema data modeling, dedicated calendar table, and dynamic DAX measures for YoY time intelligence.
Generative AI & RAGStudy with Active Recall LLM & RAG Application
Full-stack AI learning platform featuring document OCR extraction (PaddleOCR), vector embedding retrieval with FAISS, and Gemini API for automated quiz generation and intelligent grading. Containerized with Docker.
Undergraduate ThesisMultimodal Indonesian Gambling Web Detection
Multimodal classification system combining Computer Vision (page screenshot features) and NLP (DOM textual tokens) via late-fusion neural architectures to accurately detect Indonesian illegal gambling websites.
Indonesian Provincial Sentiment & Topic Dashboard
Real-time Power BI DirectQuery dashboard connected to Supabase PostgreSQL, tracking geographical public sentiment trends and topic distributions across all 38 Indonesian provinces.
Bangkit CapstoneDermoAlly - AI Skin Condition Classifier
Android-based CNN application for detecting common facial skin conditions. Trained with TensorFlow and exported to TFLite for edge inference, developed as Bangkit Academy capstone project.
Bank Customer Churn & Risk Analytics
Supervised machine learning pipeline evaluating customer churn probability using behavioral and transactional features. Includes exploratory data analysis, feature engineering, and model validation.
Coffee Sales Interactive Excel Modeling
High-performance interactive financial sales model in Microsoft Excel utilizing dynamic formulas (XLOOKUP, INDEX-MATCH), pivot tables, multi-parameter slicers, and trend analysis.
Specialized Skills & Tech Stack
Structured into four distinct pillars: Analytics, Machine Learning, Data Engineering, and Logistics Domain Expertise.
Business Intelligence & Analytics
Enterprise dashboard engineering, star-schema data modeling, and executive KPI visibility.
Machine Learning & Edge AI
Applied deep learning, computer vision, and lightweight edge inference for real-world automation.
Data Engineering & Scripting
Building automated data processing workflows, ETL pipelines, and API integrations.
Logistics & Operations Excellence
Domain expertise in last-mile courier logistics, operational quality governance, and compensation.
Awards, Honors & Certifications
Recognized in national-level data hackathons and backed by 21+ industry-standard verified certifications.
2nd Place Winner – National Hackathon Komdigi x DQLab 2025
Ministry of Communication and Digital (Komdigi) & DQLab
Secured 2nd place nationwide in a competitive data innovation hackathon, building an end-to-end predictive analytics and deep learning solution for operational logistics.
OSC Medcom.id Full Undergraduate Scholarship Awardee
Surya Edukasi Bangsa Foundation & Medcom.id
Selected from 50,000+ national applicants to receive a 100% full-ride undergraduate scholarship for Computer Science at Universitas Mercu Buana.
Mastery Deep Learning (Fresh Graduate Academy)
Digital Talent Scholarship — Komdigi RI
Intermediate & Fundamental Deep Learning
Digital Talent Scholarship — Komdigi RI
DeepLearning.AI TensorFlow Developer Specialization
DeepLearning.AI
TensorFlow: Advanced Techniques Specialization
DeepLearning.AI
TensorFlow: Data and Deployment Specialization
DeepLearning.AI
Machine Learning Specialization
DeepLearning.AI, Coursera, Stanford CPD
Mathematics for Machine Learning and Data Science
DeepLearning.AI
Data Analysis with Python Certification
Dicoding Indonesia
Database Programming with SQL & Java Fundamentals
Oracle Academy
Data Analytics Specialization Suite
Google Career Certificates
Let's Build Something Exceptional
Open for high-impact roles in Data Analytics, Operations Strategy, and Applied AI, as well as enterprise consulting.
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linkedin.com/in/azzandr
GitHub Repository
github.com/azzandwi1
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