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Hi there 👋 I'm Jack 👨‍💻

A Machine Learning Engineer from U.K. but currently living in Boston, USA.

        

⬇️ Check out my recent projects below: Strava Kudos Predictor, Essay Companion, and Strava Data Pipeline! ⬇️

Jack Leitch's Projects

almost-any-ml-problem icon almost-any-ml-problem

:notebook: :chart_with_upwards_trend: Functions from Abhishek Thakur's book Approaching (Almost) Any Machine Learning Problem.

customerchurn icon customerchurn

:recycle: :telephone_receiver: Predicting whether a customer will change telecommunications provider and tracking experiments with mlflow

essaycompanion icon essaycompanion

:globe_with_meridians: :memo: An NLP powered Google Chrome extension to summarize, paraphrase, get named entities, and find keyword synonyms from highlighted text.

pingpongrank icon pingpongrank

:tennis: :scroll: Ping pong ranking system, based on chess ELO rankings, that my friends and I use to decide who is actually better at ping pong! App built and deployed using Streamlit with a BigQuery backend.

project_auto icon project_auto

:keyboard: :rocket: Automatic set up of data science projects. Calling 'create project_name' in the terminal will create the project directories, initialize a Github repo, and make the first commit.

rust-ml-inference icon rust-ml-inference

Playing around with Rust and comparing ML inference between rust and python :crab: :snake:

strava2ap icon strava2ap

:arrows_counterclockwise: :running: Automation Task: automatically updates one running social media using titles and descriptions of the other.

stravadatapipline icon stravadatapipline

:arrows_counterclockwise: :running: EtLT of my own Strava data using the Strava API, MySQL, Python, S3, Redshift, and Airflow

stravakudos icon stravakudos

:running: :dart: Predicting Strava Kudos on my own activities using the given activity's attributes.

whatscooking- icon whatscooking-

:fork_and_knife: :thumbsup: Recipe reccomendation system using Word2Vec, TF-IDF, and Cosine Similarity.

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