I’m Emrullah Erce Dutkan, a full scholarship B.Sc. Computer Engineering student (expected Jun 2027) who loves building real AI/ML systems that work end-to-end—from model training and evaluation to production integration. I’ve focused on multimodal affect analysis (face, speech/audio, and transcribed text), along with pipelines that combine computer vision, ASR/NLP, and reliability-oriented evaluation. Beyond research, I enjoy shipping software and embedded control: I built a responsive web experience using Next.js and Three.js, implemented UART/ADC/PWM-based embedded sensing and control on Arduino UNO, and created a client-side ASR transcription engine using browser-native media processing and WebGPU/WASM. I’m especially interested in validation, uncertainty and drift diagnostics, and building dependable systems through careful integration and testing.…I’m Emrullah Erce Dutkan, a full scholarship B.Sc. Computer Engineering student (expected Jun 2027) who loves building real AI/ML systems that work end-to-end—from model training and evaluation to production integration. I’ve focused on multimodal affect analysis (face, speech/audio, and transcribed text), along with pipelines that combine computer vision, ASR/NLP, and reliability-oriented evaluation. Beyond research, I enjoy shipping software and embedded control: I built a responsive web experience using Next.js and Three.js, implemented UART/ADC/PWM-based embedded sensing and control on Arduino UNO, and created a client-side ASR transcription engine using browser-native media processing and WebGPU/WASM. I’m especially interested in validation, uncertainty and drift diagnostics, and building dependable systems through careful integration and testing.WWWW…