I’m Erik Vilido, a Senior Software Engineer specializing in Python and AI/ML. With over 10 years of hands-on experience delivering scalable, AI-driven solutions across finance, healthcare, e-commerce, and analytics, I design and deploy ML systems that power real-world decisions. I’m proficient in Python, TensorFlow, PyTorch, and scikit-learn, and I have deep experience with transformer-based NLP models, computer vision, anomaly detection, and recommender systems. I’ve built cloud-native ML architectures on AWS, GCP, and Azure and led end-to-end ML lifecycle automation from experimentation to production.
Known for my collaborative leadership, I translate complex business requirements into practical technical solutions, advocate for explainable AI (SHAP/LIME), and mentor teammates to raise the bar on reliability, monitoring, and performance. I enjoy solving hard problems and delivering measurable impact through robust ML pipelines and integration into product dashboards.
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