Abdelrahman Abdullah@Toss_Boy

NovaPlan is an AI-powered career development platform designed to take the guesswork out of professional growth. Instead of relying on generic career advice or static job descriptions,

Rambler is an AI-powered video captioning agent for short-form clips (30s–2 min) that goes beyond basic transcription by performing multimodal analysis of visuals and audio. It samples frames at 1 fps, extracts mono 16 kHz audio waveforms, and sends both to gemma-4-31b-it via Fireworks AI. This keeps the system simple while preserving strong video understanding. Rambler follows a human-editor style workflow with three stages. First, the model performs perception, generating a detailed scene understanding that captures on-screen visuals, facial expressions, environment cues, vocal qualities, and emotional tone. Second, it turns that analysis into four caption styles: formal broadcast narration, sarcastic commentary, humorous tech with programmer references, and humorous non-tech with everyday jokes and pop-culture hooks. Third, an evaluation step scores each caption for accuracy and style fidelity and automatically regenerates any output that falls below a quality threshold. The project includes an interactive Streamlit web app with drag-and-drop video upload, real-time pipeline progress, dual caption views (overlay or comparison cards), and confidence radar charts for accuracy and style-match scores. Rambler also supports a Dockerized headless mode for automated workflows, batch processing, and hackathon evaluation, producing structured outputs such as JSON and subtitles without the UI. Rambler is built for content creators, accessibility teams, social media managers, and video producers who need fast, tone-specific captions from raw video. Its modular stack includes gemma-4-31b-it, Fireworks AI, Python, Streamlit, OpenCV, FFmpeg, and Docker, making it easy to run locally or in the cloud.

🌎 Online Hackathon | 📅 August 3–10, 2026| 💻 Powered by native.builder The official native.builder hackathon, hosted by NativelyAI and lablab.ai. Join founders, developers, designers, and builders to create real AI-native applications powered by native.builder: from idea to deployed product, fully in the cloud. 💻 This hackathon is fully online. No travel required.

🌎 Hybrid Hackathon | 📅 October 19–20, 2026 | 📍 RAI Amsterdam + Online The official hackathon of AI & Big Data Expo Europe, organized by TechEx Events and lablab.ai. Build AI applications and agents across AI, cybersecurity, cloud, IoT, automation, edge computing, digital transformation, and data infrastructure, then showcase your project live at one of Europe's largest enterprise technology events. 📍 Please note: If approved for the on-site experience, you’ll also have the opportunity to showcase your project live. Travel and accommodation 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.