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1. Comparative-Analysis-of-Deep-Learning-Models-for-Skin-Cancer-Classification Comparative-Analysis-of-Deep-Learning-Models-for-Skin-Cancer-Classification Public

   Comparative analysis of CNN, ResNet50, InceptionV3, Xception, and InceptionResNetV2 for multi-class skin cancer classification on the HAM10000 dataset. Xception achieved 85.63% accuracy.

   Jupyter Notebook

2. Evaluation-of-Logical-Reasoning-in-Large-Language-Models-meta-llama-3.1-Gemini-Pro Evaluation-of-Logical-Reasoning-in-Large-Language-Models-meta-llama-3.1-Gemini-Pro Public

   Evaluated logical reasoning performance of LLMs (LLaMA-3, Gemini) using LogiQA and ARCT datasets. Developed a structured error taxonomy and built a GPT-based automatic reasoning error classifier ac…

   Jupyter Notebook

3. Scalable-Data-Pipeline-for-Real-Time-Graph-Analytics-using-Neo4j-Kafka-Kubernetes Scalable-Data-Pipeline-for-Real-Time-Graph-Analytics-using-Neo4j-Kafka-Kubernetes Public

   A scalable real-time data pipeline that streams NYC Yellow Taxi trip data into Kafka, ingests it into Neo4j using Kafka Connect, and performs graph analytics (PageRank, BFS) with Neo4j GDS. The sys…

   Python

4. elastic-face-recognition-aws elastic-face-recognition-aws Public

   A multi-tier, auto-scaling face recognition system built on AWS (EC2, S3, SQS) with custom autoscaling and distributed PyTorch inference.

   Python

5. Retrieval-Augmented-System-for-arXiv-Papers Retrieval-Augmented-System-for-arXiv-Papers Public

   A multimodal RAG pipeline for academic PDFs that extracts text, images, tables, and formulas from arXiv papers, vectorizes them using transformer-based embeddings, and enables efficient similarity …

   Python

6. Breast_Cancer_Classification_using_5fold_ANN Breast_Cancer_Classification_using_5fold_ANN Public

   Breast cancer classification project using hyperparameter-optimized machine learning models and a 5-fold ANN ensemble. Includes model comparison, training/validation loss analysis, ensemble predict…

   Jupyter Notebook