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1. CyberBot CyberBot Public

   Used Retrieval Augmented Generation (RAG) to code a Cybersecurity expert bot . Handled the non Technical questions by blocking them , Used FAISS to ensure smooth indexing .

   Python

2. DeepNet DeepNet Public

   A project on understanding and implementing mathematics behind deep nets to build a neural network from scratch without external libraries.

   Jupyter Notebook

3. EventLogClassification EventLogClassification Public

   This is a basic project that uses RAG and vector DB (FAISS) in order to classify the security logs .

   Python

4. FineTuning FineTuning Public

   This Repository contains FineTuning pipeline of Models like DeepSeek R1 Distill LLama 8B and Qwen 2.5-3.5B Instruct on a Medical Dataset (Chain of Thought) by OpenAI . We have used Low Rank Adaptai…

   Jupyter Notebook

5. TransformerArchitecture TransformerArchitecture Public

   This contains the complete architecture of a Transformer from scratch in PyTorch . This architecture is strictly implemented according to the Research Paper Attention is all you need . You will nee…

   Jupyter Notebook

6. VisionTransformer VisionTransformer Public

   This is implementation of a vision transformer , that basically uses the encoder part only of the Transformer .

   Jupyter Notebook