scottpitcher,Scott Pitcher,github

`👨🏻‍💻 ML Engineer (Python/R/SQL)`

An ML Engineer with interests in research and model development, especially within language models and predictive forecasting! I never saw myself working with code, until I completed my first year in college; I now have 3+ years of continuous learning and working with Python, R, and SQL! As I navigate my next steps, I'll be working on cool new projects here! 🔜

More about me!

🔭 Always exploring cutting-edge machine learning tools
⭐️ My greatest interests in ML are language models, computer vision tools, and statistical analysis
🧹 Passionate about keeping code clean for comprehension, reuse, and scaling
🏋🏽‍♂️ When my mind isn't flooded in code, you can find me at the gym
👥 Connect with me on LinkedIn!

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Scott Pitcher's Projects

clothing-classification-pytorch

Using CNNs in PyTorch to classify clothing images.

customer_recommendationsystem

Using the MovieLens dataset, will create a customer recommendation system from scratch using PyTorch.

decoder_llm

Dive deeper into LLMs via creating a micro-LLM decoder from scratch to best understand the architecture.

nyc-housing-regression-classification

Statistical analysis using machine learning models (XGBoost) to uncover trends in the New York housing market!

pokemonplatinum.ai

Developing a Reinforcement Learning model to learn to play Pokemon Platinum, integrating this into the code through a desktop emulator such as DeSmuME. Will then utilise RLHF (Reinforcement Learning with Human Feedback) for model training.

r_carbon_package

For my R Programming course, we were tasked with creating an R package. I chose to create a package centered around functions to calculate one's carbon usage. Rough estimates were used for estimation.

r_programming_class

A collection of miscellaneous assignments from my R Programming class.

spotify-user-engagement

Develop a system that personalizes music recommendations for users and analyzes their engagement and retention.

tampa-ai

(In-progress) Finetuning OpenAI's GPT-3.5-Turbo as a base model on open-source data about the Tampa Bay region to create a chatbot specializing in information on the area!

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