Quality You Can Trust. Data You Can Rely On. Are you looking for a detail-obsessed professional who ensures your software works flawlessly and your AI models learn from accurate, clean data? You're in the right place. I help businesses and AI teams deliver reliable products by combining two critical skillsets: rigorous software quality assurance and precise AI data annotation, labeling, and collection. Whether you need bugs caught before launch or high-quality training data for your AI models, I bring accuracy, consistency, and a sharp eye for detail to every project. ✅ QA & Software Testing Manual and functional testing across web, mobile, and desktop applications Bug identification, documentation, and detailed reporting Test case creation and execution Regression, UI/UX, and usability testing Cross-browser and cross-device compatibility testing Clear, structured bug reports developers can act on immediately ✅ AI Data Annotation, Labeling & Collection Image, text, audio, and video annotation for machine learning models Data labeling for classification, object detection, and NLP projects Data collection, cleaning, and structuring for AI training pipelines High accuracy with strict attention to labeling guidelines Experience working with large datasets under tight deadlines Quality control checks to maintain consistency across labeled data Why work with me? 🎯 Detail-driven — I catch what others miss ⏱️ Reliable turnaround, without sacrificing accuracy 💬 Clear communication and regular progress updates 🔁 Comfortable with repetitive, high-volume tasks that demand consistency 📈 Committed to long-term working relationships, not one-off gigs I understand that both broken software and mislabeled data can cost real time and money. My goal is simple: give you results you don't have to double-check. Let's talk about your project — I'm ready to get started.