NB
Derek Sivers Inspired Focus Page

What I'm Doing Now

Last Updated: August 2026

A real-time snapshot of my active software projects, research experiments, reading list, hardware setup, and focus playlist dynamically loaded from JSON.

Currently Building

  • Offline local AI assistant with fast quantized LLaMA 3.1 8B inference
  • IEEE Sensors Council robotics telemetry processor with complementary filtering
  • Multi-tenant lab management database platform with PostgreSQL RLS

Currently Learning

  • Quantized GGUF model memory layout & CPU cache optimization
  • ROS2 (Robot Operating System) node pub/sub communications
  • PostgreSQL Row-Level Security & index tuning for multi-tenant isolation

Active Engineering Experiment

Benchmarking LLaMA 3.1 8B Q4_K_M vs Q8_0 token generation latency on 16GB host RAM without GPU acceleration.

Primary Strategic Goal

Build lightweight, privacy-respecting local software that operates seamlessly without cloud dependencies.

Currently Reading Books

  • 📖Designing Data-Intensive Applications by Martin Kleppmann
  • 📖Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow
  • 📖The Linux Programming Interface by Michael Kerrisk

Current Focus Playlist

  • 🎧Huberman Lab — Neural Networks & Focus Mechanics
  • 🎧Lex Fridman Podcast — Robotics, AI & Autonomous Systems
  • 🎧Chopin: Nocturnes (Deep Work Coding Audio)

Current Hardware Equipment

  • HP Laptop (Core i5, 16GB DDR4 RAM, 512GB NVMe SSD)
  • Arduino Uno R3 & ESP32 Microcontrollers
  • MPU-6050 6-DOF Accelerometer & Gyroscope Sensors
  • HC-05 Bluetooth & HC-SR04 Ultrasonic Transceivers

Current Software Stack

  • Arch Linux (Linux 6.10 LTS Kernel)
  • Neovim & VS Code (Dark Theme)
  • Ollama local LLM runner (GGUF)
  • PostgreSQL 16 & DBeaver
  • FastAPI & Next.js 16