Hello, this is Linda.

Casting Agency

Udacity Capstone

Built a full-stack web app that was secured and with role-based access.

• Full Stack Web Dev.
• SQLAlchemey, Auth0, Postman

Wasted Offers

Udacity Capstone

Analyzed Starbucks' offers. Identified and investigated the offers that were wasted - unused or accidently used.

• Data Engineering, Visualization

Find A Reviewer

Side Project For Work

Built a recommendation engine using GloVe and deployed it using Flask.

• NLP, Full Stack

NLP Pipeline

Udacity Project

Classified 25k+ real messages that were sent during disasters to send to an appropriate relief agency.

• NLP, ETL and ML pipelines

Deploy Flask App

Udacity Project

Containerized and deployed a Flask API to a Kubernetes cluster using Docker, AWS EKS, CodePipeline, and CodeBuild.

• CI/CD, AWS

Coffee Shop Login

Udacity Project

Built a backend in which different agents could log in securely and see the coffee menu with different details.

• Full Backend

Trivia API

Udacity Project

Wrote RESTful APIs with CRUD functionalities.

• RESTful APIs, SQLAlchemy

Built a database to power the API endpoints for searching, storing, and adding information.

• PostgreSQL, SQLALchemy, Flask-Migrate

Recommendation engine for IBM Watson Studio Platform.

• Rank Based Recommendations
• User-User Based Collaborative Filtering

Utilized EDA and ML models to understand why customers left us and to predict who will leave.

• EDA, ML

Imbalanced Dataset

Side Project

Deep dive into different methods for handling an imbalanced dataset.

• sklearn, Data Engineering

Documenting my practices using Leetcode. Questions are organized by numbers and by topics.

• Data Structure, Algorithms