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Kayra
Arai
Ozturk
ABOUT ME
Introduction.
I am currently pursuing a degree in computer science at the University of Manchester. I am both an engineer and an entrepreneur, and I have a strong enthusiasm for research in my field. My primary areas of focus are artificial intelligence and machine learning, as well as cybersecurity. More recently, I have directed my attention towards exploring the applications of machine learning in the realm of Brain-Computer Interface (BCI) and Electroencephalography (EEG).
Experience
MY EXPERIENCE
Startup Co-Founder - CTO      2022 ~ Present
• Secured $20,000 in funding by pitching the project to multiple investors. Expanded company operations to a B2B model, fostering China-Japan industry connections. Collaborated with SDG communities at top Japanese universities, leading to NHK broadcasting and publishing an article on the initiative.
Import Export Manager (BGL) - IT Specialist      2021 ~ 2023
• Optimized import and export processes by leveraging NACCS (Nippon Automated Cargo and Port Consolidated System), ensuring compliance with customs regulations, and enhancing operational efficiency. Developed and implemented technical project management tools and designed a program to keep track of all exports and imports taken place by other logistic companies.
Artificial Intelligence Research Assistant      2023
• Designed a full-stack web app using Langchain, Vector Stores, and OpenAI’s API to analyze PDFs and generate responses with citations. Built a Python-based Convolutional Neural Network (CNN) for OCR training. Created a PyPi library that integrates machine learning and neural networks with Dask, streamlining large-scale data analysis through parallel computing. Specialized in real-time object detection and image segmentation models for Image Classification and Computer Vision.
Extra Curricular
• 2023 - Present: University of Manchester Computer Science PASS Leader.
• 2022 - Present: Representative of University of Manchester's Department of Computer Science .
• 2023 - Present: Ambassador of University of Manchester's School of Engineering.
• 2023 - Present: President of Manchester Japanese Society (MJS).
• 2022 - Present: Teacher/Tutor of the University of Manchester’s Language Society.
• 2020 - 2022: Freelance illustrator, designer and developer.
Projects
MY PROJECTS
Personal Projects
• 2023 - EEG research and BCI implementations of Machine Learning | Python, Java, Arduino
• 2023 - Satellite access through RTL-SDR and custom antenna | Python, Arduino, RTL-SDR, Antenna
• 2023 - PDF-QA Document Analysis Project | Python, LLM, LangChain
• 2023 - Live Flower detection WebApp| Python, LLM, YoloV8, DataScience
• 2022 - RF signals and VEX-Controller Pentest | Python, Networking, Robotics, Git
• 2021 - Google Maps App improvement and development | Python, UI Design
• 2021 - RTL-SDR(1090MHz) ABDS-B-Demodulation Flight Recognition| Python, Networking, SDRAngel
• 2022 - Cybersecirty and RF key signal recognition/ RF Signal decryption | Python, RTL-SDR
• 2021 - VEX EDR 3d modeling, programming | Fusion360, C++
K/A/O