About Me
I am a Computer Science Ph.D. student at The University of Georgia, USA, advised by Dr. In Kee Kim. My research interests are Edge Computing, AI on Edge, and Internet of Things.
I received my B.S. in Computer Science at Universitas Amikom Yogyakarta, Indonesia, advised by Dr. Arief Setyanto.
Office
Boyd Graduate Studies Research Center
Room 819
200 D.W. Brooks Drive
Athens, GA, USA
30602
Contact
rakandhiya [dot] rachmanto [at] uga [dot] edu
Experience
- Graduate Research Assistant
- On-device Neural Radiance Field (NeRF) on Jetson devices, and resource-aware inference of deep learning models
- Graduate Teaching Assistant
- CSCI 4730/6730 (Operating Systems); CSCI 4050 (Software Engineering)
- Undergraduate Research Assistant
- Evaluated deep learning compression strategies on Jetson devices, using Python, TFLite and TensorRT
- Freelance Programmer
- Developed child stunting analytics website for the government of Gunungkidul Regency, Yogyakarta, Indonesia
Selected Publications
- Covariance-Guided Resource Adaptive Learning for Efficient Edge Inference
- Ahmad N. L. Nabhaan, Zaki Sukma, Rakandhiya D. Rachmanto, Muhammad Husni Santriaji, Byungjin Cho, Arief Setyanto, In Kee Kim
- IEEE ICFEC 2026
- Convergo: Multi-SLO-Aware Scheduling for Heterogeneous AI Accelerators on Edge Devices
- Ting Jiang, Jianwei Hao, Sushruth Harsha, Rakandhiya D Rachmanto, Arief Setyanto, Lakshmish Ramaswamy, In Kee Kim
- IEEE EDGE 2025
- Knowledge Distillation in Object Detection for Resource-Constrained Edge Computing
- Arief Setyanto, Theopilus Bayu Sasongko, Muhammad Ainul Fikri, Dhani Ariatmanto, I Made Artha Agastya, Rakandhiya Daanii Rachmanto, Affan Ardana, In Kee Kim
- IEEE Access 2025
- Characterizing deep learning model compression with post-training quantization on accelerated edge devices
- Rakandhiya D Rachmanto, Zaki Sukma, Ahmad NL Nabhaan, Arief Setyanto, Ting Jiang, In Kee Kim.
- IEEE EDGE 2024 Best Paper Award
Awards and Nominations
- Outstanding TA by UGA's School of Computing, Spring 2026
- Undergraduate Research Fellowship of LPDP x DIKTI 2023 - 2024
Other Interests
- Homelab: I enjoy building and maintaining my own stack of IT infrastructure, especially with declarative systems like NixOS and GNU Guix
- Lisp: I like trying out Lisp dialects (currently Clojure and Janet) because of how unique and elegant they are.