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credit-card-fraud-detection
credit-card-fraud-detection PublicFraud detection with Isolation Forest (490 anomalies in 284K transactions) + k-means from scratch in NumPy for customer segmentation and credit limit regression (R2=0.76)
Jupyter Notebook
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gpt2-next-word-prediction
gpt2-next-word-prediction PublicGPT-2 fine-tuned on WikiText-2 with Hugging Face Trainer - perplexity 27.17, top-3 accuracy 56.97%, with custom evaluation and inference pipeline
Jupyter Notebook
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ppo-autonomous-driving
ppo-autonomous-driving PublicPPO agent trained to navigate highway-env - mean reward 20.7, zero crashes, with reward curve and video evaluation
Jupyter Notebook
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yolov8-waste-detection
yolov8-waste-detection PublicYOLOv8n object detection pipeline for waste containers - trained on Open Images, [email protected]=0.73, with video inference support
Jupyter Notebook
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multi-agent-research-assistant
multi-agent-research-assistant PublicAutonomous 5-agent AI pipeline - LangGraph, Groq, Tavily - plans queries, retrieves sources, analyses, self-critiques and generates a structured report in ~25 seconds
Python
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