Retinal Disease Classifier
Designed zero-shot and linear-probe experiments with the FLAIR vision-language model for diabetic retinopathy and glaucoma detection, achieving 0.92 AUROC with only 5-20% labels.
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Training Data Robo
A config-driven CLI and Streamlit dashboard that ingests raw documents and generates multi-task LLM datasets with built-in QA evaluation scripts.
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Text-to-SQL with LoRA
Fine-tuned a LLaMA-style model on natural-language / SQL pairs using LoRA and parameter-efficient techniques, benchmarking query correctness and execution success against the base model.
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