Ingwer Ludwig Email & Phone Number

GDP Labs Artificial Intelligence Research Team (GLAIR)- Create project pipeline with Multimodal LLM support- Doing exploration of Vision LLM and Vision RAG- Contribute for finding bug in SDK

Taipei City, Taiwan

• Working at Center of IoT Innovation (CITI) Lab under Prof. Shuo-Yan Chou and Dr. Anindhita Dewabharata guidance to create Human Activity Recognition for Semiconductor industry Cleaning Procedure leveraging Deep.
• Create Dataset using COCO-Annotator
• Create Pipeline Augmentation training and Pipeline for live Inference
• Create 3 Deep Learning Model (Human detection, Activity Recognition, Human Pose Estimation) as pipeline for Activity Recognition and create 2 Deep Learning Model (Roller Detection and Checkpoint Detection) as pipeline.
• Presented the Research result on the International Symposium Intelligent Biomedical System 2024 Summer Tohoku University resulted overall 0.99 accuracy of Action Detection and 0.87 accuracy of Completion Detection on.

Core activities using Python:- Working with 5 million row BPJS data and doing research about HealthCare Price Service - Create Ensemble Machine Learning regression- Create dashboard visualization with Tableau- Create model for medical bill prediction with 565.000+ case in Jawa Timur region that have 55 features with MAPE only 0,02

Courses taught consist of:- Object Oriented Programming- Database Management System- Computer Network- Web Programming- Artificial Intelligence

Deployed web: https://sih3.dpuair.jatimprov.go.id/ffwsview/Core activities in Dinas Sumber Daya Air Jawa Timur Flood Forecasting Warning System using Artificial Intelligence created using Python and Tensorflow are:- Create Deep Learning RNN and CNN based model (LSTM, GRU, and TCN architecture) against time series data to forecasting height of water surface.

Deployed Web: https://license.its.ac.idCore activities using HTML, CSS, Javascript, Bootstrap 5 and jQuery in License Management:- Designing UI with Bootstrap Studio- Implements all design and responsiveness- Redesign obselete UI

Core activities using Laravel Framework:- Making cron for expiring ticket, services, etc- Implementing clean architecture and Domain Driven Design pattern- Creating ticketing, user & admin services- Designing Database Models- Helping and controlling staff’s sprint

Core activities using Express.js Framework:- Designing database structure- Managing database (seed, model, flow) with Sequelize ORM- Mostly work on MongoDB query- Creating small API for FrontEnd

Bachelor'S Degree, Computer Science, 3.60

Cumlaude

Education record