Aastha

I am a dedicated and results-driven AI Engineer and Computer Vision Specialist with a strong background in Machine Learning, Deep Learning, and Computer Vision. With hands-on experience in developing real-time object detection systems, GUI applications, and AI-driven solutions, I specialize in building robust and scalable AI models to solve complex real-world problems.

Currently, I am interning at Philips, Bangalore, where I am actively contributing to AI-based machine monitoring solutions, real-time data processing, and predictive maintenance using deep learning frameworks. My expertise lies in developing and deploying computer vision models using YOLO (You Only Look Once), PyTorch, OpenCV, and Tkinter/PyQt5 to deliver practical and high-impact solutions.

My recent work includes building a circlip detection system for engine pistons, where I utilized YOLOv8, OpenCV, and SQL databases to ensure efficient detection of circlips in engine parts. I also developed a real-time object detection GUI using Tkinter and WebSocket, capable of capturing detection results, storing images, and pushing status updates to a central database. My expertise in multi-threading, WebSocket communication, and database management has enabled me to create seamless and highly efficient applications.

In addition to computer vision, I have experience in data analysis, algorithm development, and optimization techniques, including root-finding algorithms, interpolation, and array manipulation techniques. I am adept at handling both frontend and backend development for AI solutions, ensuring end-to-end deployment with high performance.

Moreover, my research interest in public transportation efficiency, real-time data processing, and transit planning has led to the publication of my research paper titled "PHISHWATCH: EMPOWERING USERS WITH EFFECTIVE PHISHING DETECTION TECHNIQUES" in INNOCOMP and ongoing work on another paper related to real-time transit management.

I am passionate about solving real-world problems using AI and Computer Vision and am always eager to take on freelance projects that involve building AI-powered applications, real-time object detection, GUI development, and data-driven solutions.

If you are looking for a dedicated and skilled AI Engineer to bring your project to life with innovative and scalable solutions, feel free to connect with me! I am confident in delivering high-quality work that meets your project goals and exceeds expectations.