Engagement on LinkedIn, as of 2026-10-19

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Source: LinkedIn activity page (reactions, comments, reposts).

Weekend Motto:
“Test AI. Break things. Learn fast. Repeat.”
Also: “If it’s not in Git, it didn’t happen.”
Status: Rollovers Confirmed | Subscriptions Renewed | AI Tools Activated

Tools in Play:
Vibe Coding: Fixed hours, Git commits, and Claude Max from Anthropic whispering sweet completions.
AI Agentic: Manus AI & OpenAI’s latest
#aiagent updates because sleeping on innovation is not an option.
Crawl Automation: Firecrawl updates incoming. Web, meet automation.

Concepts on the Menu:
Mission: Decode how the world’s best recommendation systems (Amazon, Google, Netflix, Spotify) actually work.

Matrix Factorization:
SVD (Singular Value Decomposition)
ALS (Alternating Least Squares)

Neural Networks:
DNNs, CNNs, RNNs
Reinforcement Learning (because feedback loops are life)

Similarity Measures:
Dot Product
Euclidean Distance (a.k.a. “how far are we really?”)

#AIWeekend
#RecommendationSystems
#ClaudeAI
#OpenAI
#Firecrawl
#DeepLearning
#MatrixFactorization
#NeuralNetworks
#TechVibes
#WeekendCoding
#AgenticAI
#GitLife
#LearningInPublic
#LinkedInHumor
#NotHumanWritten

First published on LinkedIn on Jul 18, 2025, 5:45 PM UTC (original). Kept here in full so it stays available.

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