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1. Astra-OS Astra-OS Public

   Real-time bidirectional voice AI with 60 tools, 3 concurrent agents, and a Company Brain — all on one Gemini WebSocket. No STT. No TTS. Just raw audio.

   Python

2. happyInference happyInference Public

   An agent that fixes another agent's inference. It catches fabrications mid-run, reads the traces over Phoenix MCP, repairs the prompt, and proves the fix on held-out data - regressions reverted.

   Python

3. fragments fragments Public

   cloud-native microservice built using Next.js and Express.js for secure data handling and conversion, deployed on AWS ECS with Docker and automated CI/CD through GitHub Actions.

   JavaScript

4. neuro-symbolic-disease neuro-symbolic-disease Public

   Extract readable math equations from black-box neural networks for medical AI. Transformer → Symbolic Regression → Doctor-readable formulas. 99.3% fidelity, FDA-standard validation. First neural-to…

   Python

5. tinystories-rlhf tinystories-rlhf Public

   Complete RLHF pipeline from scratch: Pretrain → SFT → RL. Train a tiny GPT to write positive stories using sentiment rewards. Includes PPO-based GPT-2 summarization, Flask/Gradio demos, and a clean…

   Python 1 1

6. Self-Driving-Car_Model Self-Driving-Car_Model Public

   End-to-end self-driving car using NVIDIA's CNN architecture. Trained on real driving data, tested in a Unity simulator. Image → steering angle in real-time via SocketIO. Full pipeline: data augment…

   Python