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eng Five Years as a Data Professional — What the Journey Really Taught Me Five years ago, my journey into Data Analysis, Data Science, and Machine Learning didn’t begin with clarity or confidence. It began with… 2 min

eng Turning ML Notebooks Into Products from Building VisPilot Introduction Most machine learning work dies inside a notebook. Brilliant experiments. Impressive metrics. Clever feature engineering. None of it matters if no… 4 min

eng Building Real-Time Computer Vision Systems a reference from FaceVision Introduction Most people think computer vision is simple. Upload an image. Run a pre-trained model. Get a bounding box. Done. But real-world… 4 min

eng The Future Belongs to Full-Stack Data Scientists — Here’s Why Introduction Five years ago, the world of data was divided neatly: Data Scientists built models Data Engineers built pipelines Software Developers built… 4 min

eng How to Build an End-to-End Data Analysis System Using Python and SQL Introduction Most organizations say they’re “data-driven.” Very few actually are. Why? Because they treat data analysis like a disconnected sequence of tasks:… 3 min

eng From Web Developer to Data Scientist The Journey That Built a Full-Stack Data Professional The Path Nobody Talks About Most Data Scientists come from one of three worlds:… 3 min

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