Machine learning engineer.
I design and ship ML systems end-to-end — from experimental fine-tuning runs to production inference pipelines. Currently focused on NLP and applied LLMs.
Selected work
All projects →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