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CodeVerse is an AI-powered personalized programming layer that helps beginners learn Python through concepts, words, and themes they already understand. It analyzes each learner’s interests, background, and difficult topics, then creates a consistent personalized vocabulary. For example, a space-themed learner might use “launch” for def, “orbit” for for, and “transmit” for print. CodeVerse is not a simple keyword replacer. Personalized code passes through a language pipeline: lexer, parser, Universal Abstract Syntax Layer, Python generation, validation, and sandboxed execution. The platform shows personalized code beside generated Python, helping learners connect their mental model to real programming concepts. AI supports profile interpretation, terminology generation, explanations, and adaptive guidance, while the deterministic compiler guarantees correctness and predictable execution. This hybrid architecture separates creative personalization from safe execution. The platform includes interactive exercises, personalized error messages, progress tracking, and a gradual transition to standard Python. As learners improve, personalized terms are reduced until they can work confidently with real syntax. AMD/Gemma Implementation Status: CodeVerse’s compiler, personalized syntax system, learning modules, and sandboxed execution are fully operational. We developed an AMD ROCm-compatible pipeline for adapting and serving Gemma on AMD Developer Cloud. Due to hackathon time and compute constraints, Gemma fine-tuning was not completed for the live demo. The production compiler remains deterministic and does not depend on LLM-generated code. CodeVerse is designed for students, self-taught developers, educators, bootcamps, and learners who understand logic but struggle with programming terminology. Its goal is not to replace Python, but to create a bridge into it: the environment adapts to the learner first, then guides them toward the real language.

🌎 Hybrid Hackathon | 📅 September 15–17, 2026 | 📍 Santa Clara Convention Center + Online The official hackathon of AI Infra Summit, co-organized by Kisaco Research and lablab.ai. Join builders, researchers, founders, and AI infrastructure leaders to create applications powered by the technologies shaping the future of AI: compute, data movement, models, physical AI, and next-generation infrastructure. With more than 8,000 attendees expected at AI Infra Summit, this hackathon is an opportunity to build, showcase your work, and connect directly with the companies driving the AI ecosystem forward. 📍On-site participation is by invitation only. Travel and accommodation expenses will not be covered.

To participate in the hackathon, simply click Sign up with AMD. If you are not already a member of the AMD AI Developer Program (ADP), you will need to create an account. ADP members can access AI tutorials, experts, and community support. In addition, new members can claim a free month of DeepLearning.ai pro, $100 in AMD GPU cloud credits, and $50 in Fireworks AI API credits. All hackathon participants will receive on hackathon launch additional compute and API credits for their projects. Ready to build what's next on AMD? Sign up with AMD below to secure your spot.