Projects
All my machine learning work in one place.
Sentiment Analysis at Scale
2024-11Fine-tuned BERT on 1M+ product reviews to classify sentiment with 94% accuracy.
NLPPyTorchTransformersBERTFastAPI
Medical Image Segmentation
2024-08U-Net variant for tumor segmentation in MRI scans, trained on BraTS 2023 dataset.
Computer VisionPyTorchU-NetMedical AIGradio
RL-Based Trading Agent
2024-05PPO agent trained on 10 years of equity data to learn long/short strategies.
Reinforcement LearningPyTorchOpenAI GymFinance
Domain-Adapted LLM
2025-01QLoRA fine-tune of Llama 3 on legal documents for contract clause extraction.
NLPLLMLoRALlamaHuggingFace
Time-Series Anomaly Detection
2024-03Autoencoder + statistical thresholding to detect anomalies in IoT sensor streams.
Time SeriesPyTorchLSTMAnomaly DetectionAWS