Amirkia Rafiei Oskooei
AI Engineer @PiA Group
Lead AI Researcher @Intellica
I am an AI Engineer at PiA (People in Action) and Lead AI Researcher at Intellica, where my work on R&D projects focuses on applying Large Language Models (LLMs) to solve challenges in Software Engineering, data analysis, and visualization through AI Agents.
I am also an MSc student at Yildiz Technical University. I'm actively exploring topics at the intersection of AI and Data Science. My interests include LLMs & Agents, Software Engineering, Decision-Making, Computational Social Science, and Applied Computer Vision, allowing me to connect foundational research with my professional work.
View my publications to learn more about my research.
🤖 Artificial Intelligence
LLMs & Agents
Software Engineering
Decision Making
Applied Computer Vision
📊 Data Science
Social Networks
Computational Social Sciences
Big Data Analytics
⏳ MSc in Computer Engineering
Yildiz Technical University, Istanbul, Turkey
🎓 BSc in Computer Engineering
Yildiz Technical University, Istanbul, Turkey
✈️ BSc in Computer Science
(Erasmus+ Exchange Program)
West Pomeranian University of Technology, Szczecin, Poland
News
[12/2025 Accepted] paper entitled "When Many-Shot Prompting Fails: An Empirical Study of LLM Code Translation" at International Conference on Software Engineering (ICSE 2026, ReCode Workshop)
[12/2025 Accepted] paper entitled "Natural Language Summarization Enables Multi-Repository Bug Localization by LLMs in Microservice Architectures" at International Conference on Software Engineering (ICSE 2026, LLM4Code Workshop)
[12/2025 Accepted] paper entitled "Generative AI for Video Translation: A Scalable Architecture for Multilingual Video Conferencing" at Applied Sciences
[09/2025 Started] my Master's in Computer Engineering at Yildiz Technical University (YTU)
[08/2025 Achieved] full score (90/90) in Pearson Test of English (PTE).
[08/2025 Achieved] 160/170 score in GRE Quant.
[06/2025 Accepted] paper entitled "Repository-level Code Understanding of LLMs via Hierarchical Summarization: Improving Code Search and Bug Localizatiom" at International Conference on Computational Science and Its Applications (ICCSA 2025)
[06/2025 Accepted] two papers on Applied Computer Vision topics (Video Translation and Facial Emotion Recognition) at International Conference on Computational Science and Its Applications (ICCSA 2025)
[02/2025 Accepted] paper entitled "Comparison of Monolithic and Structural Decision Models Using the Hamming Distance" at International Conference on Agents and Artificial Intelligence (ICAART 2025)
[12/2024 Accepted] paper entitled "Seeing the Sound: Multilingual Lip Sync for Real-Time Face-to-Face Translation" at Computers.
[12/2024 Accepted] paper with title "Analyzing customer preferences for hydrogen cars: a characteristic objects method approach" at Artificial Intelligence Review (IF = 11.7)
[10/2024 Achieved] overall band score 8.0 in IELTS exam
[09/2024 Accepted] paper with title "Investigating Echo-chambers in Decentralized Social Media: A Mastodon Case Study" at The International Conference on Complex Networks and their Applications (CNA 2024)
[08/2024 Accepted] paper with title "Usage of the Limits on Property Method in Personalized Decision-Making" at International Conference of Students and Young Scientists (ICSYS 2024)
[06/2024 Achieved] Best Oral Presentation Award at International Workshop on Computer Science and Engineering (WCSE 2024)
[03/2024 Accepted] paper with title "On the Use of Data Parallelism Technologies for Implementing Statistical Analysis Fucntions" at International Workshop on Computer Science and Engineering (WCSE 2024)
[03/2024 Accepted] paper with title "Beyond Synthetic Benchmarks: Assesing Recent LLMs for Code Generation " at International Workshop on Computer Science and Engineering (WCSE 2024)
[02/2024 Accepted] paper with title "Can One Model Fit All? An Exploration of Wav2Lip’s Lip-Syncing Generalizability Across Culturally Distinct Languages" at International Conference on Computational Science and Its Applications (ICCSA 2024)