2026·completed
WeatherFish
A weather app with AI-written, personalized weather summaries you can listen to, running on web, Android and iOS from one React codebase.
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~/hello, i'm anant
I build thoughtful software for the web and explore what's possible with AI.
I'm a full-stack developer who enjoys turning complicated requirements into clear, practical products. I care about the small details, but I'm equally interested in the systems and processes that help good work happen consistently.
I'm currently pursuing a master's degree in Artificial Intelligence at OTH Amberg-Weiden. My recent work sits between modern web development, applied AI, and technical communication.
Selected work
All projects
2025·completed
Webelix
An internal automation system that generates admin templates for 20+ frontend frameworks from a single, registry-based source.
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2025·completed
Transpilex
A Python CLI that converts structured HTML pages into projects for many different frameworks.
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Recent writing
All articles·NLP·Architectures·3 min read
Transformers vs. RNNs
Why self-attention replaced recurrence: the parallelism transformers unlock, the quadratic cost they pay for it, and what RNNs got right.
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Notes / NLP
Transformers vs. RNNs
·NLP·Embeddings·3 min read
Word Embeddings and Why They Work
The distributional hypothesis, the skip-gram objective, and why vector arithmetic on words like king minus man plus woman approximates queen.
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Notes / NLP
Word Embeddings and Why They Work
·Computer Vision·Architectures·2 min read
Convolutional Neural Networks, Explained
How convolution, pooling, and stacked layers let a network build up from edges to full objects with far fewer parameters than a fully-connected net.
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Notes / Computer Vision
Convolutional Neural Networks, Explained
Right now
Studying AI in Amberg, building this site in the evenings, and reading more than I'm coding most weeks.
The fuller update