6 min read
Running LLMs Locally: Lessons in Quantization and Ollama Optimization
An in-depth technical analysis of CPU-bound quantization performance, evaluating Q4_K_M vs Q8_0 GGUF inference latency on host RAM.
Local AIOllamaPython
Read Article →Technical Write-Ups & Markdown Notes
Engineering Journal
Markdown-driven engineering notebook parsed dynamically with YAML frontmatter metadata.
8 min read
Sensors, Signals & Noise: Filtering Telemetry during my IEEE Robotics Internship
Debugging hardware sensor jitter during my robotics internship using C++ complementary filters to combine accelerometer and gyroscope data.
RoboticsC++Sensors
Read Article →5 min read
Multi-Tenant Isolation in PostgreSQL: Lessons from Building ETLab+
Architecting Row-Level Security (RLS) policies in PostgreSQL to enforce strict data isolation across college lab departments.
PostgreSQLDatabaseSecurity
Read Article →4 min read
Why I Switched to Arch Linux: Minimalist Environments for Systems Engineering
Configuring a minimal Linux development environment with zsh, Kitty, Neovim, and Ollama background process management.
LinuxOperating SystemsDevOps
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