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codeananda Goto Github PK

followers: 9.0 following: 5.0 repos: 25.0 gists: 0.0

Type: User

Bio: Machine Learning Engineer

Location: Manchester, UK

Blog: https://www.upwork.com/freelancers/~01153ca9fd0099730e

🤖 Adam Murphy | Machine Learning Engineer

A Machine Learning Engineer trying to make the world a better place, one model at a time.

🏗️ Currently Working On...

ChatGPT Development

I'm excited about the new wave of innovation occurring due to the release of ChatGPT and other open source LLMs such as LLaMA2. I want to use these technologies to create powerful models that transform our lives.

Recent Projects

💪 Other Skills

I've spent a lot of time doing time series analysis and forecasting with libraries like Prophet, NeuralProphet, and TensorFlow. I know the Python Data Science stack inside out (Pandas, NumPy, Scikit-Learn, Weights & Biases, Matplotlib, Plotly, etc.). And I've written 40+ technical articles teaching various ML concepts at different levels of difficulty. I'm skilled in Docker and have used AWS (particularly AWS Lambda) for deployment and as my main cloud compute provider.

🤔 Why `codeananda`?

The suffix "-ananda" comes from Sanskrit and means "bliss" or "happiness." I'm a spiritual person who loves meditation and yoga and wants to bring joy into all I do. So, I remind myself daily that I want my work (code) to bring happiness (-ananda).

🤝 Want to Work Together?

Reach out via my Upwork profile to schedule a call and see how I can help.

codeananda's Projects

bitcoin_price_predictor

Predict the price of Bitcoin in the near future with Tensorflow/Keras

chatgpt_projects

A collection of projects I've done using ChatGPT

codeananda

dask-geopandas-mrocklin

Parallelized GeoPandas with Dask

document_embedding_analysis

Harnessing embeddings for direct content comparison analysis

earthquake_damage_competition

My entries to Driven Data's tabular ML competition Richter's Predictor: Modeling Earthquake Damage

geographic_data_analysis

Analyzing and visualizing 200+ years of global climate data using python

georasters

GeoRasters is a Python module that provides a fast and flexible tool to work with GIS raster files.

insurance_dashboard

Insurance data analysis and visualization using H2O Wave and Streamlit

langy

🎓 Langy - The Interactive AI Language Tutor | ChatGPT, OpenAI, LangChain

lightning

Build and train PyTorch models and connect them to the ML lifecycle using Lightning App templates, without handling DIY infrastructure, cost management, scaling, and other headaches.

pmdarima

A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima function.

rasterio

Rasterio reads and writes geospatial raster datasets

restaurant_order_bot

🧇 Waffle Restaurant Order Bot | ChatGPT, OpenAI

rtree

Rtree: spatial index for Python GIS

sales_forecasting

Forecast sales data using a range of cutting edge machine learning models.

sequence_classification_pytorch

Classify seawater samples into one of four categories using PyTorch

sequence_classification_tensorflow

Classify seawater samples into one of four categories using Tensorflow/Keras

sktime

A unified framework for machine learning with time series

statsmodels

Statsmodels: statistical modeling and econometrics in Python

story_to_post

Automatically convert Instagram Stories to LinkedIn posts.

technical_articles

A collection of my published technical writing. Code tutorials for Finxter.com and technical business content for Panoply.io.

tf_certificate

My work for the TensorFlow Certified Professional Developer exam

time_series_forecasting

A selection of time series forecasting methods

vast-python

Vast.ai python and cli api client

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