Rest From Workouts, Back to Studies, Laboratory, and Social Media Ban
10km Fartlek and Strategic Systems Thinking
Monday Gym Workout
Business Model Change
First Semester for Self-Study Program on Quantum Engineering Bridging Program
Density and Deadlinks in Text
Boosting Testosterone, AI News and Trends, and Solid State Chemistry Textbook
Integrated Explosive Run on Combat Course
Low Testosterone, Different Run Trainings, and Continuing On Solid State Chemistry
Fortification Plan and Cost of Athletic Lifestyle
Started Solid State Chemistry from MIT OCW
Industry Direction, Two Thirds, FPRRD, Porn Actress and Privacy
Rates of Change, Evaluation of Solid State Chemistry, and Martial Arts Training Plan
Gym Workout Tuesday Late Afternoon
21km Easy Run & More Courses on Self Studies
Undifferentiable Function and Rate of Change
Single Variable Calculus Problem Sets
Beach Hangout, Chores, Dogs, and Real Estate Plans
Testosterone, Bikes, Sunny Day, & Lunch
Milk Allergy and Yesterday's Gym Workout
The Need for Extra Firepower in Empty Hand Strikes
Gym Workout, Heavybag, Jabs and Round Kick, and Machine Problem Exercise
10km Fartlek Run and Political Threshold
More Analysis of The Incorporation, Friend from PMC Training, and 21km Run Today
Single Variable Calculus, Looking at Britain, and Autonomous Systems
Finger Cut, Politics, Weapons, Cancelled Dive, and the Mujahideen
Busy September, Political Work, Diving, and Studies
Yesterday's Workouts and Busy Days
Hands-Off On Cybersecurity Product, Lunch, Gym, Single Variable Calculus, and Quantum Engineering
Power Sag and Phone AI
Late Gym Workout
Theme for The Rest of 2026 and Gym Workouts
Revised Incorporation Plan and Strengthening IP Ownership Evidencing
Source Decrypted from AI Workspace and Locally Tracked with Mercurial
Running Anti-Virus & Rootkit Scanner
Travel, Disaster, Political and Geopolitical Issues, Honorary Degree, Cybersecurity Product Construction, and Floods
New Architecture and Design, C Subset and Rules, and Travel for Equipment
AI Learning Along The Way
Design Impediments
Local Repo, Tools License Considerations, and Sidecar Architecture Related Runtime Distribution for Legacy Systems
Accidental Discovery Last Night and Political Movement Starting to Take Shape
Hardening Source Code Repository
Travel For Documents
So Many Documents Required and Heading to Manila
Starving From Run, Kenyan Running Gait, and Agentic System Design for Local LLMs
Final Local AI Models List and Preparing for 21km Night Run
Testing Qwen3-Coder-30B-A3B-Instruct
The Philippine School Shooting Incidents, and Restricting Instagram Account from Public Access
Another Local AI Model
Finished AI Engineering Course
Core Workout, Cancelled Martial Arts Practice, Busy Week Ahead, and Wrapping Up AI Engineering
Gym, Heavy Bag, Improvements on Striking Power Delivery, and Wrapping Up AI Engineering Course
Lunch Out and Gym This Friday
Lack Sleep Due to Tons of Onboarding Paperworks
SL On While Sleeping, Errands, Initial Onboarding Call, Gym, and Documents
Last Week Day 2 Lab in AI Engineering Finished
Intellectual Property Risk
Day 1 for Last Week of AI Engineerin Done
Last Week Day 1 of AI Engineering
Political and Military Objective, Master is Busy, Tech Company Plans, and Getting Back to Studies
Phone and Wallet Soaked from Rain Last Night
Leg Muscle Pains From Run and Kenyan Running Next Time
Tired From 21km Run
Started Analysing and Profiling China as an Adversary Geopolitically
Back to Touch Typing and Software Engineering Review
Postponed New Sandbox Setup and Other Stuffs, and Back to Review of Software Engineering, Algorithms, and Coding
Gym and Sandbox
Gym, Heavy Bag, Maybe Calisthenics, and 21km Run
Building libffmpeg.so Success and Continue to New Sandbox Setup
Another Rabbit Hole, Secant & Tangent Problem Set
Cloning Chromium Git Project and Studying Graph of Derivatives
Building libffmpeg.so
Solving Two Problems in One Solution
Woke Up By a Phone Call
ISP Route Issues, Even and Odd Functions, and Minimum and Maximum
Binomial Theorem in Using The Difference Quotient for Solving Derivatives of Power Functions
Workstation Time Auto Sync
Symmetry of the Intercepts
Cancelled Business Call and Back to MIT-OCW Single-Variable Calculus
Latex in Micro blog
Haircut, Lunch Out, Gym, and Upcoming Sunday Heavy Martial Arts Training
Using The Difference Quotient
Limitation of Phi4-Mini
Break from AI Engineering and Backtracking Single Variable Calculus
Setup on Noise Cancellation on Microphone
Traditional Machine Learning, Neural Networks, Fine Tuning LLM Using Quantization and Low Ranking Adapter, and On to Agents
Back to Tesla T4 GPU on the Cloud
Out of Memory in Python Kernel
Python Kernel Dies
Deep Dive on NumPy and PyTorch
21km Run, Dinner, and Neural Networks
Sunday 21km Run
Frustrated Second Life Lame Hackers
Target to Finish Machine Learning
Cancelled Run, Gym Workouts, and Heavy Bag Work
Gym Right After Lunch, and 21km Run Late Afternoon
Deep Diving Into Machine Learning
Raining Again After Sunshine and Moving on To Next Lab
Crazy Transition from Rainy to Sunny, New Interior, Pre-upload Processing, and Long Distance Run
Reason for Tires Kept Getting Flat and Bugfix for Groq Code Reolacement
Heavy Morning Rain and Rerunning Python Code
Wednesday and Thursday
Downloading, Processing, and Uploading the Dataset in Windows Versus Linux
Almost 3 Million Items Processed from the Dataset
Downtime Due to a Giant Dataset Processing in Local
Finished RAG and Proceeding to End-to-end Machine Learning System System Build
RAG Review
Quick Review on Code Generation using AI
Backtracking the CyberSecurity Project Last Night and Starting Review on HuggingFace Transformer Library
Errands, Quantum Fourier Transform, and End of Review on Python
Modularity, Modular Inverse, and Bézout’s identity
Studying Shor's Algorithm and Reviewing The Python Programming Language
Gym Workout, Short Business Discussion, Martial Arts
AI Engineering Week, Review in Software Engineering Roles, and CyberSec Project
Typhoon and One Year Gap In Professional Resume
Shadow Drills, Biz Model with Infra Architecture, GGUF Downloads, and Mic Noise Cancellation
Rainy Evening Martial Arts and Telecomms Architecture
Filled the Security Layer Gap on Bouncer, Downloaded Cyber Security AI Model, and Related Tools
Rest Day and Download of AI Models
Vulkan Detects Vega 8 and Building llama.cpp
Setting Up Workstation Local AI Models and Limited Free AI Compute
Muscle Pains, Deferring the AI Engineering Course Today, and Tor Browser
Back to 21km Run, Onions, Unstable VPN, and Continuing on AI Engineering Course
Weekend Warrior Mode and Telecoms Biz Infra Initial Design
Developments in VPN Issue and UV Sync is Finished
Stuck in the VPN Rabbit Hole Issue on Local
Stuck on VPN Issue and UV Sync Pending
Wrestling with Cursor IDE on Sandbox and Currently Setting up Workspace
Downloading Backups and Setup of AI Engineering Workspace
WebRTC Hardening,VPN Service Potential Issue, Dev Tools, AI as Security Adversaries, and Scaling Up Energy for AI
Audio with Video Setup, Communications Setup, and WebRTC Voice Engine
Hardening the Sandboxes and Setup of Audio and Camera Devices
Hardened Workstation
Internet Issues, Backups, Linux Install, and Security Layers
PC Migration from Windows 10 to AntiX 26 Full Linux Distro
Deep Diving Into Machine Learning
Gym With Heavy Bag Work, Business Talk, Almost an Emergency, and Resistance to AI
Back to Gym To Finish Sets Left Yesterday
Sidelined Earthquake Forecasting Framework and Migration Project For Lattice Encryotion
Broken Code, Non-Local AIs, Sudden Pace of Tech Industries, Business Ventures, and Robotics
Speedup Week 6
Large Dataset Upload to HuggingFace Finished and Cooking For Dinner
One Set on Tricep Skipped & Business Discussion
Gym Workout Late Afternoon
Uploading Large Dataset to HuggingFace
Slow DataSet Loadup & Slow Git Clone
10km Run & Continuing on the AI Engineering Course
Skip MA for 21km Run
New Secure Blogging Platform
First Transmission