Skip to content
View dna-witch's full-sized avatar

Block or report dna-witch

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
dna-witch/README.md

hey there ☺️

👩🏻‍💻 About Me

Typing SVG
- 🔭 I’m working towards my MS in Artificial Intelligence from Johns Hopkins University
- ⚛️ I'm currently learning all about PyTorch, LLMs, and Recommendation Systems
- 💗 I'm passionate about building AI tools to advance biomedical research
- 📚 I write about my experiences in tech and share my knowledge because I'm passionate about open access science
- 👩🏻‍🔬 I have a background in biochemistry, molecular biology, and biotech lab research
- ⚡ In my free time I love to play video games, practice Muay Thai, and crochet

🛠 Language and tools

python logo numpy logo pandas logo pytorch logo tensorflow logo opencv logo docker logo amazonwebservices logo postgresql logo mysql logo jupyter logo anaconda logo flask logo fastapi logo git logo r logo vscode logo figma logo latex logo

🔥 My Stats :

streak graph

Pinned Loading

  1. cell-culture-Agentic-RAG cell-culture-Agentic-RAG Public

    A custom Agentic Retrieval-Augmented Generation (RAG) model that is an expert in cell culture techniques and knowledge.

    Python

  2. KGPL-PyTorch KGPL-PyTorch Public

    A PyTorch implementation of Knowledge Graph Pseudo-Labeling (KGPL) for Cold-Start Mitigation in Personalized Recommendation Systems. (https://arxiv.org/abs/2011.05061)

    Jupyter Notebook

  3. vision-transformer-classifier vision-transformer-classifier Public

    Image classification pipeline using the CIFAR-100 dataset by leveraging a Vision Transformer (ViT) model, as described in the paper "An Image is Worth 16x16 Words: Transformers for Image Recognitio…

    Python

  4. video-classification-lrcn video-classification-lrcn Public

    Long-term Recurrent Convolutional Network (LRCN) model that extracts spatial features from individual video frames via a ResNet backbone and learns temporal dynamics through an LSTM.

    Python

  5. p53_Rescue_Mutants p53_Rescue_Mutants Public

    Identifying p53 protein mutants that could rescue function in cancers by modeling mutant p53 transcriptional activity

    Jupyter Notebook 1

  6. NCBI-Codeathons/MASQ NCBI-Codeathons/MASQ Public

    Quality control tool for metagenomic assemblies

    Shell 3 1