Yurio Windiatmoko

Innovative technology leader with a unique blend of AI engineering, data architecture, and product management expertise. Proven track record in developing cutting-edge AI solutions and scalable data systems, leading cross-functional teams, and driving product strategy. Specializes in bridging the gap between advanced technology (AI/ML, cloud architecture) and business value, having architected robust data pipelines (AWS, GCP, Azure) and launched multiple AI-powered products from conception to market. Deep expertise in real-time processing systems (Apache Kafka, Spark) and research-driven development, with significant contributions to computer vision, machine learning, and data-intensive applications in real-world scenarios.

Professional Experience

Associate Product Manager

eFishery, Bandung | 2023 - 2024

  • • Successfully launched 3 AI-powered products: Pond Detector, Any-OCR, Vibrio Counter
  • • Developing ETL code for Data Wrangling Pond Deduplication, improving data accuracy
  • • Implementing PostGIS to enhance Map Object in Pond Detector, optimizing geospatial analysis
  • • Developing ETL code for Reverse Geocoding In-house to replace Google Maps API

Lecturer (Short Semester Program)

UIN Sunan Kalijaga Yogyakarta | 2023

  • • Enhanced student proficiency in data-driven business strategies
  • • Delivered lectures focusing on Data-AI and business applications
  • • Taught courses on Data Visualization and Advanced Query Analysis
  • • Guided students through real-world projects including Traffic Analysis and Fraud Detection

Artificial Intelligence Engineer

eFishery, Bandung | 2022

  • • Developed Aquacapture, a satellite-based pond monitoring system, improving efficiency by 40%
  • • Built a self-service OCR platform, automating 80% of manual entry tasks

Data Engineer

eFishery, Bandung | 2021 - 2022

  • • Designed & optimized ETL pipelines for real-time aquaculture data processing
  • • Built data lakes & warehouses using Google BigQuery, PostgreSQL Citus, S3 and GCS
  • • Improved data ingestion from IoT devices & satellite imagery for pond detection
  • • Automated data pipelines with Apache Airflow & dbt, reducing manual work by 60%
  • • Integrated Kafka for real-time streaming to process high-frequency sensor data
  • • Developed machine learning feature stores to improve AI-powered risk diagnostics

Data Engineer

Emtrade, Surakarta | 2021

  • • Designed real-time data ingestion CDC and Batch using Kafdrop & Airflow
  • • Created Python-based automation scripts for data validation & pipeline monitoring

Data Engineer

PT. Sigma Cipta Caraka (Telkomsigma), Jakarta | 2021

  • • Developed ETL pipelines to process unstructured data
  • • Built data warehouse solutions using PostgreSQL, Metabase & Redash
  • • Optimized SQL queries & indexing strategies, improving performance by 50%

Data Engineer

Warung Pintar, Greater Jakarta Area | 2019 - 2021

  • • Architected big data pipelines for customer & transaction analytics in retail tech
  • • Implemented data lake solutions with Google Cloud Storage & BigQuery
  • • Developed Big Data batch & real-time processing pipelines using Airflow, dbt, and Spark
  • • Improved ETL job efficiency through PySpark optimizations
  • • Integrated external APIs & web scraping pipelines for market intelligence

Data Engineer

Kitabisa.com, Greater Jakarta Area | 2019

  • • Built ETL pipelines for donation transaction data
  • • Designed data models & schemas for scalable storage & retrieval
  • • Optimized Python-based data processing jobs, reducing processing time by 40%

Data Scientist

AiSensum, Jabodetabek | 2018

  • • Big Data & Data Scientist Consultant using Spark and Sparklyr

Data Scientist

PT eBdesk Teknologi, Jabodetabek | 2017 - 2018

  • • Implemented NLP pipelines for social media analytics
  • • Built big data infrastructure for social network analysis using Hadoop & Spark
  • • Developed automated data pipelines for sentiment analysis dashboards

Topografi Planner

PT. BANGUN NUSANTARA ENGINEERING, Bandung dan Sekitarnya, Jawa Barat | 2014 - 2017

  • • Led topographical planning and engineering projects
  • • Coordinated with engineering teams for project implementation

Education

Ph.D.: Informatics

2025-03 - 2028-03

Universitas Amikom - Yogya, Indonesia

ON GOING - With Dissertation Title:

Generative Model for High Resolution Landslide Susceptibility Maps in Indonesia

Master of Computer Applications - MCA: data scientist

2019-01 - 2022-01

Universitas Islam Indonesia - Yogyakarta, YO

No Degree: Business Administration

2023-09 - 2023-10

Mini-MBA Certification - Bandung

Gelar Sarjana: Matematika

2009-01 - 2013-01

Universitas Padjadjaran (Unpad) - Bandung, JB

Certifications

  • • Developer Generative AI - Alibaba Cloud
  • • Fullstack Webdev Bootcamp
  • • Product Management - Real World Simulation
  • • Mini MBA
  • • Data Science on the Google Cloud Platform

Languages

  • • Indonesia
  • • Inggris

Publications

Publication

  • • Mi-Botway: a Deep Learning-based Intelligent University Enquiries Chatbot
  • • Optimizing Planning Service Territories by Dividing Into Compact Several Sub-areas Using Binary Kmeans Clustering According Vehicle Constraints
  • • Image Captioning with Attention for Smart Local Tourism using EfficientNet
  • • Boarding House Renting Price Prediction Using Deep Neural Network Regression on Mobile Apps
  • • Set Best Threshold in Vehicle Routing Problem for Better Utilization

Key Projects & Intellectual Property (HAKI)

  • Aquacapture: Developed algorithms for satellite imagery to monitor aquaculture activities.
  • Self Service OCR platform: Intuitive Solution designed to empower business and individual to efficiently accurately perform OCR tasks.
  • Sistem Konsultasi Berbasis Kecerdasan Buatan dan Model Bahasa Besar untuk Budidaya Ikan dan Udang Terintegrasi dengan IoT
    Application ID: 300202407549
  • Sistem Deteksi dan Analisis Kolam Ikan dan Udang Menggunakan Citra Satelit
    Application ID: 300202407561

Technical Expertise

Data Engineering

  • • Programming & ETL: Python (Pandas, PySpark, FastAPI), SQL, dbt
  • • Big Data Processing: Apache Spark, Kafka, Airflow
  • • Data Warehousing: Google BigQuery, Snowflake, AWS Redshift
  • • Cloud Platforms: AWS, GCP, Azure

Additional Skills

  • • Generative AI Tools
  • • Front-End Development
  • • Product Management & Roadmap Creation
  • • Design Thinking & Analytical Problem Solving