David Oden | Data Scientist | Data Engineer | Technical Writer

David Oden

Data Scientist | Data Engineer | Technical Writer

About

Highly motivated data scientist and technical writer with years of experience in developing data-driven solutions and creating clear, concise technical documentation. Skilled in data analysis, machine learning, and statistical modelling, with a proven track record of delivering actionable insights and driving business growth. Adept at communicating complex technical concepts to both technical and non-technical audiences through clear and effective writing. Strong collaborator and problem-solver with a passion for using data to make informed decisions.

Skills

Projects

Sentiment247

Sentiment247 is an application that detects emotional tone in text data by dictating polarity and determining depression using NLP techniques.

Connecting to AWS S3 using Athena and performing data analysis

Connecing AWS S3, and Athena together, query data using SQL and perform exploratory data analysis using python packages pandas and matplotlib all from our jupyter lab.

Get Music

Get Music Bot is a twitter bot used to provide audio information of videos on twitter, you can refer to it as the Shazam on twitter. When the bot is mentioned as a reply to a tweet containing a video it performs some ETL process by extracting media into a data lake (s3) and running it through a...

(Coming soon) E-commerce Search: A series of 3 AI techniques used by e-commerce companies.

In this series of projects, I detail how E-commerce companies apply similarity in their applications using: 1. Text Similarity: utilizing FAISS (Pure NLP) 2. Image Similarity: utilizing DeepImageSearch (Pure Computer Vision) 3. Multimodal Image and Text similarity search: utilizing OpenAI's Clip