Academic Researcher & Educator
Ahmad Luky Ramdani
Dosen, Program Studi Sains Data
Institut Teknologi Sumatera (ITERA)
Exploring how intelligent systems learn from human behavior — from deep reinforcement learning to the digital traces we leave on social media.
I am a lecturer with a focused interest in Artificial Intelligence, Machine Learning, and Deep Learning, particularly Deep Reinforcement Learning. My research centers on Location-Based Social Network (LBSN) data derived from social media platforms, exploring patterns and insights that bridge computational intelligence with real-world applications.
Profile
About Me
My work sits at the intersection of computational intelligence and human behavior. I study how Location-Based Social Network (LBSN) data — the traces people leave through check-ins, posts, and interactions on social media — can be modeled with deep learning and reinforcement learning to better understand mobility, preference, and decision-making. Alongside research, I teach courses that connect these ideas to practical, hands-on skills for students in Data Science.
- Affiliation
- Institut Teknologi Sumatera
- Program Studi
- Sains Data
- ahmadluky@sd.itera.ac.id
Research
Areas of Focus
Where my research and curiosity currently live.
Artificial Intelligence
Designing systems that reason, learn, and adapt.
Machine Learning
Extracting patterns and predictive power from data.
Deep Learning
Multi-layered neural architectures for complex representation learning.
Deep Reinforcement Learning
Agents that learn optimal behavior through interaction and reward.
LBSN Data Analysis
Understanding human mobility through location-based social network data.
Social Media Analytics
Mining behavioral signals from social media platforms.
Teaching
Currently Teaching
Contact
Let's Connect
Open to research collaboration, academic discussion, or questions about my courses.