Djordje Batic
Postdoctoral Researcher @ University of Strathclyde | PhD | ex-Marie Curie Fellow
I’m an AI Research Engineer with 5+ years of experience in designing AI systems. My work focuses on (edge) AI training and evaluation, with emphasis on diagnosing model failures, applying techniques such as knowledge distillation and attribution-based regularization to improve model behaviour (AI Model Compression), designing automated evaluation frameworks to assess model performance and reliability across diverse scenarios and edge cases (Data & Model Evaluation), incorporating domain knowledge into development workflows and designing interpretable training objectives to enhance model performance and reliability for real-world deployment (Interpretability and Deployment).
I’m also open to collaborations in these areas. If you have a project idea, want to discuss research, or just want to connect, the best way to contact me is via my personal email.
Beyond research, I like building and flying FPV drones, social dance, Hong Kong cinema, neuroscience and free jazz.
news
| Sep 15, 2025 | ⚡🔌 I’ve open sourced work on carbon intensity of 5+ million EV charging sessions in Scotland. Check out this Github repo and the associated Huggingface dataset |
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| Jun 28, 2025 | 🚀 Our paper “Interpretability and Reliability-driven Knowledge Distillation for Non-intrusive Load Monitoring on the Edge” got accepted in Elsevier Expert Systems with Applications |
| May 30, 2025 | Pleased to announce that I’ve succesfully defended my PhD thesis! I would like to thank my supervisors, Vladimir and Lina Stankovic, for their support, as well as my external examiners, Nikos Deligiannis and Johannes Norheim for their valuable input, insightful discussion, and the time dedicated to my work |
| Mar 24, 2025 | 🚀 Our paper “Geodemographic Aware Electric Vehicle Charging Location Planning for Equitable Placement using Graph Neural Networks: Case Study of Scotland Metropolitan Areas Energy” got accepted in Elsevier Energy |
| Jan 05, 2025 | I’ve completed my PhD work under MSCA ITN Marie Curie Fellowship and will be starting a new position as (Postdoctoral) Researcher @ University of Strathclyde |