Summary
Overview
Work History
Education
Skills
Certification
Publications
Timeline
Generic

Yurio Windiatmoko

Lecturer
Karanganyar,JT

Summary

With over two years of experience in product management, AI, and data engineering, I am passionate about building and managing innovative and impactful solutions for the aquaculture industry. As an Associate Product Manager at eFishery, I lead the full product lifecycle for ML AI solutions, from ideation and market research to development, testing, deployment, and launching. I spearhead collaboration with market research and business development teams to gather and analyze market data, ensuring competitive edge for AI and ML solutions. I also drive the creation of business cases and ROI models, and prioritize product features and workload effectively, balancing value and urgency in fast-paced environments. I have successfully launched and managed several projects involving image processing, OCR, and satellite imagery, enhancing capabilities in pond detection, classification, environmental impact, and document automation.

Overview

10
10
years of professional experience
7
7
years of post-secondary education
5
5
Certifications
2
2
Languages

Work History

Associate Product Manager

eFishery
01.2023 - 08.2024
  • Leading and managing the full product lifecycle for ML AI solutions in aquaculture, from ideation and market research to development, testing, deployment, and launching
  • Spearheading collaboration with market research and business development teams to gather and analyze market data, ensuring competitive edge for AI and Machine Learning solutions
  • Driving the creation of business cases and ROI models
  • Collaborating with cross-functional teams to define product requirements and priorities, ensuring alignment with market needs and technical feasibility
  • Prioritizing product features and workload effectively, balancing value and urgency in fast-paced environments
  • Successfully developed and launched innovative AI-powered products such as Pond Detector, Route Planning Optimization, and Vibrio Counter (object detector)
  • Played a pivotal role in satellite imagery projects, including object segmentation for pond detection on Google Maps and Sentinel maps
  • Led the image classification initiatives for diverse pond environments, contributing to comprehensive pond classifications
  • Championed risk diagnostic projects for insurance purposes, analyzing environmental data to classify risk zones
  • Advanced OCR technology implementations, streamlining ID verification and form processing, significantly improving data management efficiency

Artificial Intelligence Engineer

eFishery
08.2022 - 12.2022
  • Developed a robust Image Searching System and Image Duplicate Detector
  • Provided AI solutions for projects involving Satellite Imaging, Pond Detection, and OCR
  • Innovated in the application of AI for satellite imagery, enhancing capabilities in pond detection and classification, and setting the stage for future developments in environmental impact areas
  • Developed OCR solutions that have improved the efficiency of document processing, particularly in verifying identities and automating form inputs

Data Engineer

eFishery
06.2021 - 07.2022

Data Engineer

PT. Sigma Cipta Caraka (Telkomsigma)
08.2021 - 09.2021

Data Engineer

Warung Pintar
05.2019 - 06.2021
  • Implementing DW BI system based on the data warehouse toolkit by Ralph Kimball at GCP platform

Artificial Intelligence Engineer

Central Data Science - UII
05.2020 - 07.2020
  • Develop AI models Object Detection for Nestle Shelf Project counter

Data Engineer

Kitabisa.com
01.2019 - 04.2019
  • Data lake, python ETL

Data Scientist

AiSensum
08.2018 - 10.2018
  • Big Data Consultant.

Data Scientist

PT eBdesk Teknologi
11.2017 - 07.2018
  • Social Network Analysis
  • Natural Language Processing

Topografi Planner

PT. BANGUN NUSANTARA ENGINEERING
08.2014 - 11.2017
  • Minihydro Consultant

Education

Master of Computer Applications - MCA - data scientist

Universitas Islam Indonesia
01.2019 - 01.2022

Gelar Sarjana - Matematika

Universitas Padjadjaran (Unpad)
01.2009 - 01.2013

Skills

Generative AI Tools

Certification

The Ultimate GIT 5-day Challenge

Publications

  • 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

Timeline

Associate Product Manager

eFishery
01.2023 - 08.2024

Artificial Intelligence Engineer

eFishery
08.2022 - 12.2022

Data Engineer

PT. Sigma Cipta Caraka (Telkomsigma)
08.2021 - 09.2021

Data Engineer

eFishery
06.2021 - 07.2022

Artificial Intelligence Engineer

Central Data Science - UII
05.2020 - 07.2020

Data Engineer

Warung Pintar
05.2019 - 06.2021

Data Engineer

Kitabisa.com
01.2019 - 04.2019

Master of Computer Applications - MCA - data scientist

Universitas Islam Indonesia
01.2019 - 01.2022

Data Scientist

AiSensum
08.2018 - 10.2018

Data Scientist

PT eBdesk Teknologi
11.2017 - 07.2018

Topografi Planner

PT. BANGUN NUSANTARA ENGINEERING
08.2014 - 11.2017

Gelar Sarjana - Matematika

Universitas Padjadjaran (Unpad)
01.2009 - 01.2013
Yurio WindiatmokoLecturer