Welcome! My name is Qwelian Tanner. I am a Data Scientist with a passion for ML driven solutions. I am inspired by the belief that technology has the potential to level barriers of access for many. And coding is really fun! I enjoy baking lemon bars and fresh bread with my girlfriend, or playing with my doggo. Below, you will find some projects I have worked on.
Used jupyter notebook, pandas, numpy, and seaborn for exploratory data analysis on NY mental health data to inspect factors that influence severe mental illness. I also developed an XGB classification model that has +80% accuracy
Flask api that provides a prediction of Austin TX area airbnb rental price.
Deployed django API that performed NLP analysis on data from the ©HackerNews API.
Used big data tools such as AWS SageMaker, S3, EC2, and EMR, Hadoop, Spark, and Livy to investigate potential cases of dual use nuclear material being exported by Russian companies. This involved collaborating with other members and providing NLP solutions to 70GB of trade information
Using FastAPI and Huggingface, I created an API that will return; generated text, sentiment analysis, generative chat dialog, and enity recognition that can be used for any API capable process.
Using Huggingface, React, FastAPI, and MongoDB, I built an application that creates generative dialog. The user is allowed to choose among philosophers , activist, and personalities. The Huggingface library implements many NLP transformer models. DialoGPT is used for conversation and GPT-2 for generation. Text is pulled from MongoDB and fed into the generative model. That is then input into DialoGPT.
Scikit learn, Tensorflow, PyTorch, Pandas, numpy, Jupyter Notebook, Seaborn, FastAPI, Flask, Django, React, node, NextJs, GraphQL, MongoDB, postgresSQL, S3, EC2, EMR, SageMaker, Git, Heroku, Netlify, Go, Cloud Development, Azure DevOps
Reading pushes me past conceptual limits. Checkout my goodread list! If you have any suggestions, reach out. Learn More
I write about philosophy. Check out my blog for my latest musings. Drop a comment if you have a critique. Learn More