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1. symbolic-world-model symbolic-world-model Public

   A recurrent world model for procedural mathematical reasoning. Treats symbolic expressions as world states and math operations as state transitions. GRU hidden states spontaneously organize by reas…

   Python

2. deepseek-r1-medical-reasoning deepseek-r1-medical-reasoning Public

   Fine-tuning DeepSeek-R1-Distill-Llama-8B on a medical Chain-of-Thought dataset using LoRA, Unsloth, and 4-bit quantization on a free Google Colab T4 GPU. The model learns step-by-step clinical reas…

   Jupyter Notebook

3. GPTsmallScale GPTsmallScale Public

   Learning and experimentation with transformer-based language models.

   Python

4. investment-agent-microservice investment-agent-microservice Public

   Python

5. Geometry-Based-RobotPerception Geometry-Based-RobotPerception Public

   Learning robotics — built a geometry-only pipeline to segment 3D indoor point clouds into floor, ceiling, walls & furniture using RANSAC plane fitting + DBSCAN clustering. No deep learning, just sp…

   Python

6. zero-shot-produce-inspection zero-shot-produce-inspection Public

   > Unsupervised fruit/vegetable image analysis using ResNet-18, t-SNE/UMAP, KMeans grading, and CLIP zero-shot defect detection. No labeled data or training needed. Tested on a custom personal datas…

   Python