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msmrexe/README.md

👋 Maryam here!

I'm a Computer Science (MSc) student and AI researcher passionate about building robust, explainable, and human-aligned systems.

My work sits at the intersection of LLM Interpretability and Cognitively-Inspired AI. I explore how to build better models by integrating human inductive biases and symbolic reasoning structures into neural networks. My research is grounded in concept-based interpretability and is now expanding toward neurosymbolic architectures and program generation.

📊 My GitHub Stats

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📫 Let's Connect!

I'm always open to discussing research, new ideas, or collaboration.

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  1. violet-night-vscode-theme violet-night-vscode-theme Public

    A sleek, dark, and vibrant VSCode theme with violet accents; easy on the eyes and perfect for night coding.

    2

  2. llm-math-reasoning-analysis llm-math-reasoning-analysis Public

    An evaluation of prompting techniques (Zero-Shot CoT, Few-Shot, Self-Consistency) on the Mistral-7B model for mathematical reasoning. This project systematically benchmarks 7 distinct methods on th…

    Python 1

  3. pytorch-pix2pix-image-translation pytorch-pix2pix-image-translation Public

    A PyTorch implementation of the Pix2Pix model (cGAN) for image-to-image translation. This project translates semantic segmentation maps to photorealistic images using the Cityscapes dataset.

    Python 1

  4. pytorch-lora-from-scratch pytorch-lora-from-scratch Public

    A from-scratch PyTorch implementation of Low-Rank Adaptation (LoRA) to efficiently fine-tune BERT models for text classification. This project compares the performance and parameter efficiency of L…

    Python 2

  5. pytorch-rnn-vs-transformer-persian-generation pytorch-rnn-vs-transformer-persian-generation Public

    A project implementing and comparing from-scratch RNN (GRU) and Transformer models for next-word prediction on a Persian Wikipedia dataset.

    Python 1

  6. pytorch-gpt2-persian-sentiment-generation pytorch-gpt2-persian-sentiment-generation Public

    A from-scratch implementation of a scaled-down GPT-2 model in PyTorch, trained on the Snappfood dataset for sentiment-controlled Persian text generation.

    Python 1