Liam Lawless
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Projects

AI Resume Screener

AI-powered tool matching resumes to job descriptions using semantic similarity, vector embeddings, and transformer models.

PythonNLPBERTTransformers

AI Wildfire Prediction

A machine learning model that predicts wildfire risk using weather and vegetation data. Developed with Python, PyTorch, TensorFlow, and scikit-learn, achieving 87% accuracy.

PythonPyTorchTensorFlowPandas

Job Application Agent

LLM-powered agent automating job search with RAG ranking and auto-application via Selenium and Meta LLaMA-3.

PythonLLMRAGNeural RankingTF-IDF

NEUoverflow

Full-stack university Q&A platform with secure user auth and API integration, built with TypeScript, React, and MongoDB.

ReactTypeScriptMongoDBREST API

Fitness Analysis Tool

Full-stack fitness platform analyzing cycling and running data with advanced metrics like FTP and power curves.

ReactTypeScriptFirebaseData Visualization

Natural Selection Simulator

Simulation modeling evolution with agent traits and neural network behavior in a dynamic environment.

PythonTensorFlowKerasNeural Networks

Unix Shell

Custom Unix shell built in C supporting piping, redirection, and background processes with full system call integration.

CUnixData StructuresProcess Management

Image Processor

Java desktop app for image editing, built with strict MVC architecture and object-oriented design principles.

JavaMVCOOPGUI
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