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lost in outer space
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lost in outer space
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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.

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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. 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

  3. 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

  4. pytorch-contrastive-knowledge-distillation pytorch-contrastive-knowledge-distillation Public

    An implementation of knowledge distillation using contrastive learning (CLIP loss) to transfer knowledge from a large teacher model (OpenAI's CLIP) to a smaller multilingual student model (LaBSE) o…

    Python 1

  5. pytorch-normalizing-flows-2d pytorch-normalizing-flows-2d Public

    A from-scratch implementation of a Normalizing Flow (Real NVP) to model and sample from a 2D 'two-moons' distribution. Allows for GIF visualization of the NF evolution.

    Python 1

  6. python-chinese-postman-solver python-chinese-postman-solver Public

    A Python solution to the Undirected Chinese Postman Problem (Route Inspection) using Dijkstra's, Minimum Weight Perfect Matching, and Hierholzer's algorithm.

    Python 1