Alex Lavaee's Projects
The start of Spark! Tech Resources
A chrome extension that utilizes cutting-edge natural language processing (NLP) techniques, specifically the powerful RoBERTa deep learning model (LLM), to effectively eliminate hate speech on popular social media platforms like Twitter.
A Pixar-inspired dreambooth diffusion model.
My personal cookiecutter template for quickly creating data science projects.
Data engineering analysis to advise on COVID-19 policies using Azure cloud computing platform.
The custom Arch Linux operating system configuration āļø for the operating system I built from scratch.
Project that categorizes damage level of buildings for risk assessment from satellite imagery using image classification and a systems engineering simulation toolkit to prioritize rescue efforts for first-responders.
Self-Supervised Learning of 3D Human Pose using Multi-view Geometry (CVPR2019)
A statistical analysis and multiple regression model to gain a deeper understanding of what elements influence the range of (electric vehicles) EVs the most.
An open-source tool that uses optical character recogntion (OCR) technology and natural language processing (NLP) to computationally analyze literature.
Algorthmic analysis and research project utilizing fMRI graph connectivity matrices to identify brain regions contributing to development of autism.
An AI assistant built on top of OpenAI's Whisper and GPT3. Includes a template to incorporate with other LLM providers like Cohere AI.
The codebase for my personal portfolio website.
Winning predictive algorithm for predicting MLB attendance at MinneAnalytics MinneMUDAC 2023 competition.
A small demo employing Monte Carlo simulations to perform numerical integration and estimate the volume of n-dimensional spheres.
š A delightful community-driven (with 2,200+ contributors) framework for managing your zsh configuration. Includes 300+ optional plugins (rails, git, macOS, hub, docker, homebrew, node, php, python, etc), 140+ themes to spice up your morning, and an auto-update tool so that makes it easy to keep up with the latest updates from the community.
Effort to open-source NLLB checkpoints.
Plant disease detection app with over 4000 downloads that utilizes ResNet-50 CNN architecture for image classification.
PUber, or Predictive-Uber for long, is a web application that accurately predicts Uber prices for the next ten hours based on a variety of factors.
Python cheatsheet to your ā¤ļø desire!
Sketch 'n Solve is a Python library that implements basic randomized numerical linear algebra (RandNLA) techniques for solving large-scale numerical linear algebra problems.