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1. AI-PM-Assistant-using-RAG AI-PM-Assistant-using-RAG Public

   AI-powered RAG assistant for Product Managers — ask natural-language questions across PRDs, meeting notes, and Jira exports, with grounded, source-attributed answers.

   Python 1

2. hybrid-cnn-vit-medical hybrid-cnn-vit-medical Public

   Hybrid CNN + Vision Transformer for skin lesion classification on HAM10000. Cross-attention fusion combining ResNet's local feature extraction with ViT's global context. Includes ResNet50 and ViT-S…

   Python 1

3. pinn-climate pinn-climate Public

   Physics-informed ConvLSTM for satellite climate prediction. Constrains deep learning with advection-diffusion PDE loss + adaptive λ weighting — validated with an honest ablation study on real NOAA …

   Python 1

4. dpo-tool-calling dpo-tool-calling Public

   DPO for Tool/Function Calling - Fine-tune LLMs to intelligently decide when to call external APIs vs generate text using Direct Preference Optimization. Achieve 94.1% schema accuracy on Llama-2-7B …

   Python 2

5. dynamic-depth-transformer dynamic-depth-transformer Public

   Token-level early-exit Transformer with Gumbel-Softmax routing and a latency-aware joint loss — skips redundant layers for "easy" tokens while going deep on hard ones.

   Python 1

6. domain-adaptive-llm-finetuning domain-adaptive-llm-finetuning Public

   Two-stage CPT + SFT domain adaptation pipeline (QLoRA/Unsloth) with an evaluation harness measuring catastrophic forgetting via MMLU/GSM8K retention vs. domain-accuracy gains. FastAPI serving + CI/CD.

   Python 1