Ethosoft people
Yağız Ekrem Dalar
Communications Lead, AI & Data Engineer
An AI researcher and project builder working across computer vision, reinforcement learning, Turkish NLP, multimodal systems, and scientific computing.
Profile
From experiments to dependable systems.
Yağız leads communications at Ethosoft while contributing as a data engineer and AI researcher. His work spans research prototypes, institutional collaborations, and the reproducibility layers that help teams inspect and extend them.
The supplied CV describes a broad practice in computer vision, reinforcement learning, Turkish NLP, multimodal systems, LLM agents, scientific computing, medical AI, and privacy-aware infrastructure. He works across the full path from experiment design and training to data pipelines, evaluation, and public communication.
Research
Selected research directions
- Mycelium — revision and analysis work on counterfactual dependability in language-model safety mechanisms.
- UGTC — a reinforcement-learning study described in the CV as a multi-backbone, multi-suite, ten-seed draft with ablations.
- ForesightLM and NEDOTURKISHTOKENIZER — language-model and Turkish-tokenization work spanning representation learning, data quality, and evaluation.
- SPF-Seg, TR-DocVQA-Synth, and CAST-FL — applied research directions in medical segmentation, document understanding, and federated intrusion detection.
- Contextual amnesia and agent systems — draft work on visual-language segmentation and context-compiled tool-using agents.
Applied work
Selected projects
BIDIK
An agent ecosystem exploring tool use, orchestration, and research workflows.
NEDO Turkish tokenizer
Tokenizer and Turkish-language data work connected to Ethosoft's small-model research.
Medical AI systems
Computer-vision and imaging prototypes spanning cardiomegaly, polyps, breast histopathology, and cardiology.
CAST / CAST-FL
Federated intrusion-detection research exploring privacy-aware, reproducible evaluation.
Experience
Research, data, and communication.
- Ethosoft — Vice captain, data engineer, and AI researcher (2025–present), supporting technical research, project delivery, and communications.
- İTÜ UZDES — Research collaborator with Dr. Yusuf Hüseyin Şahin.
- İTÜ Health Laboratory — Research collaborator with Prof. Dr. Behçet Uğur Töreyin.
- Uyumsoft — Data engineer intern (2025).
- Neuronauts — PR head and AI developer (2024–2025).
- Pertevniyal Anadolu Lisesi — Student, 2024–2029.
Awards & education
Competitive research practice.
Yağız studies at Pertevniyal Anadolu Lisesi and the supplied CV lists collaborations with İTÜ research groups. It also documents hackathon recognition including TEKNOFEST 2025 third place and best presentation, EU Code Week first-place results, MindBricks first place, DataMedX first place, Living Lab second place, and an ITU MostrAI jury award.
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