<?xml version="1.0" encoding="UTF-8"?><rss version="2.0"><channel><title>Taha Samavati</title><description>Data Scientist &amp; AI Engineer specializing in machine learning, generative AI, and intelligent systems. Expert in data science, Python development, and building sophisticated AI solutions including multi-agent architectures.</description><link>https://celestialtaha.github.io/</link><item><title>Context Engineering: The Next Evolution in Prompt Design</title><link>https://celestialtaha.github.io/blog/10-context-engineering/</link><guid isPermaLink="true">https://celestialtaha.github.io/blog/10-context-engineering/</guid><description>Exploring the essentials of context engineering for building effective LLM workflows.</description><pubDate>Mon, 21 Jul 2025 00:00:00 GMT</pubDate></item><item><title>Weavelet</title><link>https://celestialtaha.github.io/projects/weavelet/</link><guid isPermaLink="true">https://celestialtaha.github.io/projects/weavelet/</guid><description>Wear OS offline Music Player App for smartwatches</description><pubDate>Mon, 15 Jul 2024 00:00:00 GMT</pubDate></item><item><title>PyPoint</title><link>https://celestialtaha.github.io/projects/pypoint/</link><guid isPermaLink="true">https://celestialtaha.github.io/projects/pypoint/</guid><description>A minimal Python library for labeling specific points in images using mouse input</description><pubDate>Thu, 20 Jun 2024 00:00:00 GMT</pubDate></item><item><title>Visual Semantic Search</title><link>https://celestialtaha.github.io/projects/visual-semantic-search/</link><guid isPermaLink="true">https://celestialtaha.github.io/projects/visual-semantic-search/</guid><description>Natural-language product discovery using shared text and image embeddings.</description><pubDate>Thu, 20 Jun 2024 00:00:00 GMT</pubDate></item><item><title>Personal Portfolio &amp; Blog</title><link>https://celestialtaha.github.io/projects/celestialtaha-portfolio/</link><guid isPermaLink="true">https://celestialtaha.github.io/projects/celestialtaha-portfolio/</guid><description>Modern personal portfolio and blog built with Astro, Tailwind CSS, and TypeScript</description><pubDate>Sat, 15 Jun 2024 00:00:00 GMT</pubDate></item><item><title>AI PostgreSQL Query Builder</title><link>https://celestialtaha.github.io/projects/psql-query-builder/</link><guid isPermaLink="true">https://celestialtaha.github.io/projects/psql-query-builder/</guid><description>Generate and run PostgreSQL queries using natural language with AI</description><pubDate>Sat, 25 May 2024 00:00:00 GMT</pubDate></item><item><title>MEDVSE: Vital Signs Estimation</title><link>https://celestialtaha.github.io/projects/medvse/</link><guid isPermaLink="true">https://celestialtaha.github.io/projects/medvse/</guid><description>Efficient deep learning-based estimation of vital signs on smartphones using fingertip videos.</description><pubDate>Mon, 11 Apr 2022 00:00:00 GMT</pubDate></item><item><title>ConvNeXt TensorFlow/Keras</title><link>https://celestialtaha.github.io/projects/convnext-tf-keras/</link><guid isPermaLink="true">https://celestialtaha.github.io/projects/convnext-tf-keras/</guid><description>TensorFlow/Keras implementation of the ConvNeXt architecture from Facebook Research.</description><pubDate>Fri, 21 Jan 2022 00:00:00 GMT</pubDate></item><item><title>App Category Prediction</title><link>https://celestialtaha.github.io/projects/application-category-prediction/</link><guid isPermaLink="true">https://celestialtaha.github.io/projects/application-category-prediction/</guid><description>Predicting appstore category of mobile applications using their description text.</description><pubDate>Sun, 09 Jan 2022 00:00:00 GMT</pubDate></item><item><title>شرح دقیق و بصری ترنسفورمر</title><link>https://celestialtaha.github.io/blog/09-transformers/</link><guid isPermaLink="true">https://celestialtaha.github.io/blog/09-transformers/</guid><description>در مورد ترنسفورمر</description><pubDate>Sat, 07 Aug 2021 00:00:00 GMT</pubDate></item><item><title>Unbalanced Dataset Classification</title><link>https://celestialtaha.github.io/projects/unbalanced-dataset-classification/</link><guid isPermaLink="true">https://celestialtaha.github.io/projects/unbalanced-dataset-classification/</guid><description>Classification on unbalanced datasets using boost techniques like AdaBoost M2, SMOTE Boost, RusBoost.</description><pubDate>Fri, 09 Apr 2021 00:00:00 GMT</pubDate></item><item><title>Facial Expression Recognition CNN</title><link>https://celestialtaha.github.io/projects/facial-expression-recognition/</link><guid isPermaLink="true">https://celestialtaha.github.io/projects/facial-expression-recognition/</guid><description>Recognize faces using cascade detectors and perform expression classification using CNN.</description><pubDate>Tue, 30 Jul 2019 00:00:00 GMT</pubDate></item></channel></rss>