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Aleyna Ünver
Looking for a jobMachine Learning Engineer
Machine Learning Engineer at NewMind AI, developing agent platforms and real-time semantic search for enterprise knowledge.
TurkeyMachine Learning Engineer at NewMind AI
Experience
Machine Learning Engineer
Contributed to the development of an AI orchestration platform integrating MCPs, dynamic tools, and multi-agent workflows. Built real-time data processing architectures using Apache Kafka and Qdrant, and evaluated LLMs for model selection.
MCPMulti agent workflowsRAGKafkaQdrantLLM EvaluationModel GuardrailsAI Agent Memory SystemsSemantic SearchPython
Student Assistant
Supported students in Java, C#, and Python courses, assisted with debugging, code reviews, and project development, and guided students in software design and best practices.
JavaC#PythonDebuggingCode ReviewSoftware DesignProject Based Learning
Computer Vision & Deep Learning Intern
Trained and optimized object detection models (YOLOv7, YOLOv8, Faster R-CNN) on custom datasets, performed data preprocessing and augmentation, and implemented deep learning pipelines using Python and TensorFlow.
YOLOv7YOLOv8Faster RCNNObject Detectiondata preprocessingData AugmentationHyperparameter TuningPythonTensorFlow
Software Support Intern
Provided software and database support for international telecom operators, managed SQL-based databases, and performed data analysis and ETL processes for reporting and monitoring.
SQLDatabase ManagementData AnalysisETLTroubleshootingPerformance Optimization
NLP Intern
Developed NLP-based applications for text processing and analysis, implemented machine learning models for classification and information extraction, and worked with datasets for training and evaluating language models.
NLPText ProcessingMachine LearningClassificationInformation ExtractionLanguage Models
Software Engineer / Data Science Intern
Calculated key performance metrics such as CPI, retention, and playtime, visualized data using Matplotlib and Seaborn, and built data analysis pipelines using Python, Pandas, and NumPy. Designed and implemented game mechanics in Unity using C#.
PythonPandasNumPyMatplotlibSeaBornData AnalysisUnityC#Game Mechanics
Education
MEF University
B.Sc. in Computer Engineering from MEF University, completed in 2024.
B.Sc. in Computer Engineering from MEF University, completed in 2024.