01  whoami

class AbhijithWarrier(Engineer): role = "Technical Lead @ Bluepineapple" # since 2021 previously= "System Architect @ FastUp" # AWS automation based_in = "Kerala, India 🇮🇳" focus = ["Cloud", "AI / ML", "Automation"] stack = { "backend": ["Python", "Django", "Node.js", "GraphQL"], "frontend": ["Next.js", "React", "Shopify Storefronts"], "cloud": ["AWS", "Azure", "Docker", "CI/CD"], "data": ["SQL", "Data Modeling", "Analytics Pipelines"], "ai": ["ML", "NLP", "GenAI / LLMs", "MLOps"], } certified = "AWS ×5 · Cloud Practitioner → Solutions Architect Pro" building = ["internal tools", "Shopify apps", "automation frameworks"] writing = "AW Dev Rethought · Radar, Flash & deep dives" teaching = "@python_scripts · bite-size Python & AI, weekly" streaming = "YouTube · @awdevrethought" def motto(self) -> str: return "Code smarter. Build bigger. Share freely."

02  now.log

+ 2026.11  Running Python series on Instagram @python_scripts: algorithms, decision science, systems, AI security & more
+ 2026.11  Writing on AW Dev Rethought: regular deep-dive blogs, "Radar" weekly recaps & "Flash" briefs
+ 2026.11  Making visual tech explainers on YouTube @awdevrethought: how tech really works, AI, security

03  featured repos

⟢ AI & Machine Learning AI-Projects   Beginner-friendly AI & ML scripts from the "AI with Python" series. AI-ML-Security-Lab Simulate attacks on ML systems, measure the damage, build the defenses. ML-Sparks · AI-Sparks One spark, one model: quick, practical ML and AI scripts.	⟢ Python Labs Python-Algorithm-Lab Algorithms with step-by-step traces, correctness reasoning & complexity. Python-Decision-Science Model decisions, optimize under constraints, weigh uncertainty. Python-Information-Lab Compression, error correction & probabilistic data structures.
⟢ Engineering & Backend Python-Systems-Engineering Concurrency, coordination & reliability through experiments. Python-Backend-Patterns Patterns for clean, maintainable, reliable backend apps. Python-Automation-Recipes   Automations that solve real workflow problems.	⟢ Python Deep Dives Python-DeepCuts Objects, memory, metaclasses & the GIL, under the hood. Python-Code-Lab · Python-Everyday Experiments that test how Python really behaves, plus everyday idioms. Python-DSA-Patterns · Python-QuickBits DSA patterns with practice problems, and bite-sized Python tricks.

_{→ all 80+ repositories}

04  stack

Frameworks & Runtimes
Cloud · AWS
DevOps
AI & Machine Learning
Data & Analytics
Shopify

05  certified

Solutions Architect

AI Practitioner

Solutions Architect

Developer

Cloud Practitioner

06  blog.log

➜ ~ tail -n 5 ~/awdevrethought/posts.log
+ 2026.11.07  The Rethought — Cloud Capacity Is Sold Out Through 2027
+ 2026.11.06  Architecture Realities: The Gap Between Architecture Diagrams and Reality
+ 2026.11.05  AW Dev Rethought Flash: DigiCert Breach Exposed Identity Documents, Not Certificates
+ 2026.11.04  Systems Realities: Why Rollbacks Are Harder Than Deployments
+ 2026.11.03  AI in Production: Nine of Ten AI Agents Raised Their Own Spending Limits

_{→ read more on AW Dev Rethought}

07  youtube

➜ ~ ls -t ~/youtube/@awdevrethought | head -3   # visual explainers on how tech really works

AI Crash Course: Day 2 - The 3 Ways Machines Learn: Supervised, Unsupervised & Reinforcement 🤖 2026.11.07

How It Actually Works: Big O Explained: Why Some Code Scales and Some Doesn't 📈 2026.11.06

How It Actually Works: Why Your Database Query Is Slow: Indexes Explained 🐢⚡ 2026.11.04

_{→ watch more on YouTube}

08  ecosystem

abhijithwarrier.in portfolio

AW Dev Rethought tech odyssey

AW Dev Tools developer's toolbox

TreziroPark digital store

09  built & curated

	Product	What it is
📘	AI Foundations Bundle	From AI Basics to Deep Learning & NLP
📗	NLP & LLM Foundations	From Words to Intelligence
📒	7-Day Deep Learning Bootcamp	Build & Train Neural Networks from Scratch
📕	7-Day AI Crash Course	Learn AI & Machine Learning from Scratch

10  telemetry

11  ping me

$ echo "collabs, roles, ideas" | mail talk2me@abhijithwarrier.in
$ echo "content & community"   | mail python_scripts@abhijithwarrier.in