Jay Russell

Hi there!

Here’s a showcase of my Projects and some of the scenery I’ve enjoyed whilst hiking in North America/ Canada.

My Projects

The AI ecosystem is an industry I feel comfortable growing with. I focus on tools that are powered by Transformer architectures, and keep myself updated in contemporary research developments. My development and skillset is far from linear, but my eagerness to grow in this field is absolute. My projects aim to deliver practical solutions while embracing innovative tools. This includes leveraging large language models (LLMs) through APIs, deploying open-source solutions on cloud platforms, engineering neural network architectures, and developing new indices for macroeconomic indicators.

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    Translating Natural Text → SQL Queries to Fetch Data

    LLMs, Open Source, SQL, AWS, Transformers, HuggingFace, Prompt Engineering

    GitHub
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    Deep Learning to Predict Drug to Drug Interactions

    Keras/ Tensorflow, Neural Network Architectures, Graphs, Similarity Scores, Tokekenisers, SQL

    GitHub
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    Predict Housing Affordability Based on Macro Economic Indicators

    Tableau, Time-Series Forecast (VAR), API, Macro Economics, Indexes

    GitHub

  • NLP to Discern Non-Fiction vs Fantasy

    NLTK, API, Pandas, Numpy, Matplotlib, Seaborn, Scikit-learn

    GitHub