Ryan Marcus Jeremy Lupague https://rylupague.dev/ Recent content on Ryan Marcus Jeremy Lupague Hugo -- 0.125.6 en-us Sun, 15 Feb 2026 00:00:00 +0000 Running local LLM models with llama.cpp https://rylupague.dev/blogs/running-local-llm-models-with-llama-cpp/ Sun, 15 Feb 2026 00:00:00 +0000 https://rylupague.dev/blogs/running-local-llm-models-with-llama-cpp/ A practical setup note for building llama.cpp with CUDA and running local GGUF models on a laptop NVIDIA GPU. Getting started with dbt Core and DuckDB https://rylupague.dev/projects/getting-started-with-dbt-core-and-duckdb/ Mon, 10 Nov 2025 00:00:00 +0000 https://rylupague.dev/projects/getting-started-with-dbt-core-and-duckdb/ A small local guide for starting dbt Core with DuckDB, loading a sample CSV seed, and building the first model. CC Transaction Logger https://rylupague.dev/projects/cc-transaction-logger/ Sun, 18 May 2025 00:00:00 +0000 https://rylupague.dev/projects/cc-transaction-logger/ A Python application that automatically logs credit card transactions by extracting data from notification emails and storing them in Google Sheets Arch Linux Dual Boot Installation https://rylupague.dev/blogs/arch-linux-dual-boot-installation/ Sun, 27 Apr 2025 13:01:00 +0800 https://rylupague.dev/blogs/arch-linux-dual-boot-installation/ A practical walkthrough for installing Arch Linux beside Windows 11 with UEFI, GRUB, KDE Plasma, Wi-Fi, and NVIDIA fixes. Running DeepSeek Locally + Utilizing Your GPU https://rylupague.dev/blogs/running-deepseek-locally/ Fri, 31 Jan 2025 00:00:00 +0000 https://rylupague.dev/blogs/running-deepseek-locally/ Complete guide to running DeepSeek models locally with GPU acceleration without Ollama server Nginx Configuration https://rylupague.dev/blogs/nginx-configuration-amazon-linux-ec2/ Fri, 15 Nov 2024 00:00:00 +0000 https://rylupague.dev/blogs/nginx-configuration-amazon-linux-ec2/ Learn how to set up Nginx as reverse proxy on AWS EC2 instances with practical configuration examples and SSL setup tips. Income Breakdown Calculator https://rylupague.dev/projects/income-breakdown-calculator/ Thu, 01 Feb 2024 00:00:00 +0000 https://rylupague.dev/projects/income-breakdown-calculator/ The Income Breakdown Calculator is a website that provides a convenient way for Filipinos to calculate their net income. Automated Data Analysis https://rylupague.dev/projects/auto_data_analysis/automated-data-analysis/ Tue, 01 Aug 2023 00:00:00 +0000 https://rylupague.dev/projects/auto_data_analysis/automated-data-analysis/ The Automated EDA Analysis project revolves around a web application designed to streamline the process of Exploratory Data Analysis (EDA) for datasets. DeepBark: Dog Breed Classification with Image Segmentation and Localization https://rylupague.dev/projects/deepbark/deepbark_blog/ Sat, 15 Apr 2023 00:00:00 +0000 https://rylupague.dev/projects/deepbark/deepbark_blog/ Developed a deep learning model to accurately predict the breed of dogs, achieving an overall accuracy score of 96% across 70 different dog breeds. Integrated Machine Learning Model For Comprehensive Heart Disease Risk Assessment Based On Multi-Dimensional Health Factors https://rylupague.dev/projects/cvd_prediction/cvd_risk_prediction/ Wed, 15 Feb 2023 00:00:00 +0000 https://rylupague.dev/projects/cvd_prediction/cvd_risk_prediction/ This project processed and analyzed 438,693 records of data from the 2021 BRFSS data from CDC. Machine Leaning models were utilized to predict the risk of developing CVDs by only using personal lifestyle factors.