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Bano733-code/README.md
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👩‍💻 About Me

🧬 I am a Bioinformatics undergraduate passionate about combining Artificial Intelligence, Machine Learning, and Computational Biology to develop intelligent solutions for healthcare and life sciences.

My work focuses on building AI-powered applications that integrate:

🤖 AI 🧬 Biological Data 📊 ML 💊 Biomedical Knowledge 🧠 LLMs

I enjoy transforming ideas into practical tools using modern AI frameworks, APIs, and data-driven approaches.

🔬 Research Interests

AI for Healthcare Computational Biology Bioinformatics Genomics Biomedical NLP Drug Discovery Precision Medicine Explainable AI ML in Biology Scientific Data Analysis

🎓 Education

🏛️ Bachelor of Science in Bioinformatics

University of Agriculture Faisalabad 📅 Expected Graduation: 2027

🏆 Achievements

🏅 2× International Hackathon Winner

🌍 International Hackathon Lead

🎓 Aspire Leaders Program — Harvard University

👩‍💻 Stanford Code in Place 2026 — Section Leader

💻 Prime Minister Laptop Scheme Recipient

🚀 Featured Projects

🧬 Gene2Trials Navigator

AI-powered biomedical discovery platform connecting genes, diseases, drugs, clinical trials, and scientific literature using biomedical APIs including MyVariant, OpenTargets, ChEMBL, ClinicalTrials.gov, and PubMed.

🧬 AI Biomarker Discovery Platform

Machine learning platform for transcriptomic biomarker discovery featuring data preprocessing, differential expression analysis, feature selection, ML classification, explainable AI with SHAP, and biological interpretation.

🧬 Single-cell RNA-seq Analysis Pipeline

Complete single-cell RNA sequencing workflow including quality control, normalization, highly variable gene selection, PCA, UMAP visualization, clustering, marker gene identification, and biological interpretation using Scanpy and AnnData.

🧬 Gene Sequence Alignment Toolkit

Python implementation of classical bioinformatics algorithms including Needleman–Wunsch, Smith–Waterman, Dot Matrix, and Word Method for sequence comparison.

🌱 Currently Exploring

Drug Discovery Multi-omics LLMs Explainable ML FastAPI Open Source

🛠️ Tech Stack

Programming

Python R SQL

AI & Machine Learning

Scikit Learn Hugging Face Groq

Bioinformatics

R Seurat Single-cell RNA-seq Bioconductor RNA-seq Sequence Alignment

Frameworks & Tools

Streamlit FastAPI Git GitHub

📊 GitHub Activity





🐍 Contribution Snake

🤝 Community & Leadership

🎓 Stanford Code in Place — Section Leader

🌐 Microsoft Learn Student Ambassador Community Contributor

🏆 International Hackathon Participant

🌍 Passionate about open-source learning and collaboration

📫 Connect With Me

LinkedIn GitHub


⭐ Thanks for visiting my profile!

I enjoy building AI-powered solutions at the intersection of Artificial Intelligence, Bioinformatics, and Healthcare.

Feel free to explore my repositories or connect for collaboration. 🚀

Popular repositories Loading

  1. gene2trials-navigator gene2trials-navigator Public

    A Streamlit-powered bioinformatics tool that maps a gene symbol to known mutations, associated diseases, drug targets, and mock clinical trial summaries using NLP. Designed to assist researchers an…

    Python 2

  2. gene-aligner-app gene-aligner-app Public

    A beginner-friendly Streamlit web application that aligns two DNA or RNA sequences using classic bioinformatics algorithms like Dot Matrix, Needleman-Wunsch, and Smith-Waterman. Upload your FASTA f…

    Python 1

  3. AI_Biomarker_Discovery_Platform AI_Biomarker_Discovery_Platform Public

    This is AI powered Biomarker discovery platform using ML pipeline

    Python 1

  4. Transcriptomic-Biomarker-Discovery-Breast-Cancer Transcriptomic-Biomarker-Discovery-Breast-Cancer Public

    Integrated bioinformatics pipeline for breast cancer biomarker discovery using transcriptomic analysis.

    R 1

  5. BreastCancer-scRNAseq-Analysis BreastCancer-scRNAseq-Analysis Public

    Single-cell RNA sequencing analysis of breast cancer using Seurat, SingleR, GO/KEGG enrichment and tumor microenvironment characterization.

    R 1

  6. Emoaid Emoaid Public

    EmoAid: A gentle AI friend that listens, understands, and heals. Talk in your voice, your language, your emotions — we’ll take care of the rest. 💖

    Python