Hi, I'm Aya Nabil

ML Engineer


Aspiring AI & Machine Learning Engineer | Data Science Enthusiast | Passionate Educator and Researcher

My Full Tech Stack

python Python
sql Sql
jax Jax
pytorch Pytorch
tensorflow Tensorflow
keras Keras
huggingface Huggingface
scikit-learn Scikit-learn
opencv Opencv
kaggle Kaggle
streamlit Streamlit
apache-spark Apache-spark
hadoop Hadoop
aws Aws
azure Azure
docker Docker
kubernetes Kubernetes
devops Devops
postgresql Postgresql
mysql Mysql
mongodb Mongodb
sqlite Sqlite
powerbi Powerbi
tableau Tableau
matplotlib Matplotlib
seaborn Seaborn
plotly Plotly
flask Flask
fastapi Fastapi
javaScript JavaScript
typeScript TypeScript
nodejs Nodejs
vitejs Vitejs
postman Postman
git Git
github Github
vscode Vscode
jupyter Jupyter
colab Colab
notion Notion
obsidian Obsidian
figma Figma
canva Canva
obs Obs
vercel Vercel
slack Slack
discord Discord
python Python
sql Sql
jax Jax
pytorch Pytorch
tensorflow Tensorflow
keras Keras
huggingface Huggingface
scikit-learn Scikit-learn
opencv Opencv
kaggle Kaggle
streamlit Streamlit
apache-spark Apache-spark
hadoop Hadoop
aws Aws
azure Azure
docker Docker
kubernetes Kubernetes
devops Devops
postgresql Postgresql
mysql Mysql
mongodb Mongodb
sqlite Sqlite
powerbi Powerbi
tableau Tableau
matplotlib Matplotlib
seaborn Seaborn
plotly Plotly
flask Flask
fastapi Fastapi
javaScript JavaScript
typeScript TypeScript
nodejs Nodejs
vitejs Vitejs
postman Postman
git Git
github Github
vscode Vscode
jupyter Jupyter
colab Colab
notion Notion
obsidian Obsidian
figma Figma
canva Canva
obs Obs
vercel Vercel
slack Slack
discord Discord

What I do?

  • AI & ML Engineering
    • Developed advanced ML/DL models using TensorFlow, Keras, and Scikit-Learn
    • Worked on Computer Vision and NLP projects including Chest X-Rays Diagnosis
    • Fine-tuned LLMs like BERT and GPT for NLP tasks
    • Hands-on experience with Generative AI and Hugging Face Transformers
    • Implemented model deployment pipelines using FastAPI and Docker
  • Data Science & Analysis
    • Performed EDA using Pandas, NumPy, Seaborn, and Matplotlib
    • Built interactive dashboards with Power BI and Tableau
    • Conducted statistical analysis, hypothesis testing, and A/B experiments
    • Expert in SQL, PostgreSQL, BigQuery, and Snowflake for Data Warehousing
    • Applied Clustering, Regression, and Time Series Forecasting techniques
  • DevOps & MLOps
    • Built and monitored CI/CD pipelines using Jenkins and GitHub Actions
    • Managed containerized ML services with Docker and Kubernetes
    • Implemented MLOps pipelines using MLflow and DVC for model versioning
    • Worked with Apache Airflow for orchestrating ETL pipelines
    • Deployed models on AWS (SageMaker, Lambda) and Azure ML

Let's talk

Contact

Have a question or a project in mind? Feel free to reach out.

Location: Alexandria, Egypt