Nias Ananto
Software Engineer at eWIDEPLUS
Seoul, South Korea
Summary
👤
Senior🎓
Top SchoolNias Ananto is a software engineer and AI specialist with nine years of experience, currently based in Seoul and focused on building intelligent agent systems and generative AI. He has led end-to-end ML projects—from dataset curation and model fine-tuning to deployment—improving AI agent task success and real-time vision systems (e.g., +20% automation success, +2.4% mAP and +13.3% inference speed on PCB defect detection). His work spans VLMs and LLMs, multimodal video understanding, and efficient model optimization (including knowledge distillation yielding 86% model size reduction). Comfortable bridging research and production, he has delivered applied solutions in academia and industry, including robotics, surveillance, and industrial quality control. Colleagues describe him as someone who deliberately blends graph-based planning with vision-language models to enable agents that interact with digital environments, reflecting a practical bent for augmenting human decision-making.
8 years of coding experience
4 years of employment as a software developer
Bachelor's degree, Electrical and Instrument, Bachelor's degree, Electrical and Instrument at Universitas Gadjah Mada (UGM)Master's degree (Double Major), Intelligent Mechatronics Engineering and Convergence Engineering for Intelligent Drone, Master's degree (Double Major), Intelligent Mechatronics Engineering and Convergence Engineering for Intelligent Drone at Sejong University
Github Skills (39)
cli9
computer-vision8
object-detection8
chatbot8
python8
pose-estimation8
pytorch8
image-classification8
hub7
machine-learning7
yolov87
instance-segmentation7
conversational-ai7
deep-learning7
agent7
Programming languages (3)
Github contributions (5)
Mikael17125/Bioloid-Preview-Control
Sep 2021 - Dec 2022
ROS Noetic Bioloid Framework and Preview Control Walking Simulator with PyBullet
Contributions:34 commits, 5 PRs, 21 pushes in 1 year 2 months
Mikael17125/Bezier-Curve-CoppeliaSim
Feb 2020 - Dec 2023
Path Planning with some obstacle using V-Rep and ROS Kinetic with Bezier Curve Trajectory
Contributions:2 PRs, 10 pushes, 3 branches in 3 years 10 months
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