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1. Abstractive-Text-Summarizer Abstractive-Text-Summarizer Public

   Transformer-based abstractive text summarizer fine-tuned on CNN/DailyMail and XSUM datasets using BART, with pretrained models available on Hugging Face

   Jupyter Notebook

2. SiliconPulse SiliconPulse Public

   Developed ML model (Random Forest) to predict circuit delay/power from design parameters achieving R² > 0.95 on Nangate 45nm library, enabling faster design space exploration vs. SPICE simulation

   Python 1

3. NeuroForge-HLS NeuroForge-HLS Public

   An end-to-end HLS modeling framework for deploying custom CNN accelerators on FPGA footprints. The design delivers a 49.8× latency speedup (7.98 ms/image) and a 48× power reduction (1.45W) over GPU…

   HTML 1

4. NeuroSomno-HDL NeuroSomno-HDL Public

   An edge-intelligent FPGA simulation framework for EEG-based sleep apnea detection, combining a MATLAB-trained hybrid 1D-CNN with a quantized Verilog HDL accelerator. Achieves a 99.62% software accu…

   Verilog