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machine learning engineer
Machinify • Freelance
Jul 2024 - Apr 2026 • 1 yr 9 mos
Developed neuromarketing AI systems analyzing ad effectiveness using computer vision and multi-modal signals (image, video, audio, and text). Built attention prediction and saliency mapping models to identify high-impact visual regions in advertisements. Designed emotion recognition pipelines for viewer reaction analysis using deep CNNs and transformer-based encoders. Implemented Pix2PixHD, GAN-based augmentation, and diffusion-based creative optimization for ad generation. Built end-to-end FastAPI + AWS + Azure CI/CD pipelines for scalable deployment. Delivered creative intelligence platform (creativescore.ai) for optimizing marketing performance and engagement.
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jack_davi12

Verenigde Staten
Excellent experience! fine-tuned my AI model exactly as requested and delivered clean, well-structured code with clear documentation. Communication was professional, updates were frequent, and the final model performed better than expected. He also helped with deployment and answered all my questions...
