Author: ameng
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At the time, it felt like failure!
Some of the most valuable experiences in my career never became successful businesses. Years ago, after joining Sandbad Accelerator, I met people who would shape the way I think about engineering and entrepreneurship. Mr. Jahanbakhsh opened the door to the startup ecosystem, Mr. Homayooni taught me to learn by building, and Mr. Azarian challenged me…
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How to Be Everything!
For a long time, I thought there was something wrong with the way I built my career. While many people around me were becoming specialists in a single field, I kept moving—from software engineering to industrial electrical systems, then to manufacturing, and now to Artificial Intelligence and Robotics. Every transition made me question myself. Was…
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fraudulent or mispriced vehicles Prices -FinalPart
How can we identify potentially fraudulent or mispriced vehicles in online marketplaces? The first step was building a pricing model capable of estimating a vehicle’s market value based on its characteristics. Features such as the manufacturing year, mileage, color, body condition, and other listing attributes were used to predict each vehicle’s expected price. Rather than…
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CarPrice Estimate -DataMining
One of the most challenging parts of the project was not building the models—it was building the dataset. Like many real-world machine learning projects, the majority of the work happened before any model training began. Collecting and cleaning reliable data proved to be far more difficult than expected.To build the dataset, we designed a web…
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CarPrice estimated -part1
Have you ever wondered how second-hand car prices are estimated?Two years ago, while searching for my first car, I spent months browsing online marketplaces and visiting dealerships. At some point, I realized I could estimate the price of most vehicles with surprising accuracy. Yet, if someone asked me how I arrived at those numbers, I…