Adil’s Insights

@UC0BZqLcT46UvPAL_MCE6nXQ - 29 subscribers

Welcome to Adil’s Insights This channel is my daily learning journal — where I explore AI, Machine Learning, coding, and books, one step at a time. I know how hard it is to stay consistent every day. Some days you’re motivated, some days you’re tired — but progress compounds when you just keep showing up. That’s what this channel is about. What you’ll find here: • Beginner-friendly coding & ML concepts • Kaggle experiments & project walkthroughs • Book notes that shape thinking, not just skills • Honest lessons from daily learning & discipline This channel is for students, self-learners, and anyone trying to build something meaningful. I’m not here to pretend I know everything. I’m here to learn in public, build in public, and grow in public. Social & Professional Links Portfolio: adilshamim.me LinkedIn: www.linkedin.com/in/adilshamim8 GitHub: github.com/AdilShamim8 Kaggle: www.kaggle.com/adilshamim8 X: x.com/adil_shamim8

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RAG Roadmap Module 10 (FINALE): Build & Deploy a Production RAG System Using All 9 Modules

RAG Roadmap Module 10 (FINALE): Build & Deploy a Production RAG System Using All 9 Modules Adil’s Insights

23 hours ago

Stop Paying for AI — $1,000 Free Credits for Fable 5, GPT 5.5 & 15+ Models Right Now

Stop Paying for AI — $1,000 Free Credits for Fable 5, GPT 5.5 & 15+ Models Right Now Adil’s Insights

57 views - 23 hours ago

Your RAG Pipeline Scored 0.91 Faithfulness —And Still Got 1 in 6 Answers Wrong. Here's Why Module 09

Your RAG Pipeline Scored 0.91 Faithfulness —And Still Got 1 in 6 Answers Wrong. Here's Why Module 09 Adil’s Insights

3 views - 1 day ago

Your RAG Pipeline Is a One-Way Street. Agentic RAG Is a Loop. Here's How to Build It (Module 08)

Your RAG Pipeline Is a One-Way Street. Agentic RAG Is a Loop. Here's How to Build It (Module 08) Adil’s Insights

2 views - 2 days ago

Naive RAG Answers 44% of Questions. These 7 Patterns Get You to 80%+ (Module 07)

Naive RAG Answers 44% of Questions. These 7 Patterns Get You to 80%+ (Module 07) Adil’s Insights

21 views - 3 days ago

RAG Module 06: From Jupyter Notebook to Deployed API — FastAPI + Qdrant + Docker + Inngest

RAG Module 06: From Jupyter Notebook to Deployed API — FastAPI + Qdrant + Docker + Inngest Adil’s Insights

15 views - 6 days ago

Use Claude Opus 4.8, GPT-5.5 & DeepSeek V4 Pro — Almost FREE ($1,000 Credits)

Use Claude Opus 4.8, GPT-5.5 & DeepSeek V4 Pro — Almost FREE ($1,000 Credits) Adil’s Insights

169 views - 1 week ago

Use Claude Opus 4.8, GPT-5.5 & DeepSeek V4 Pro — Almost FREE ($1,000 Credits)

Use Claude Opus 4.8, GPT-5.5 & DeepSeek V4 Pro — Almost FREE ($1,000 Credits) Adil’s Insights

163 views - 2 weeks ago

RAG Module 05: How Vector Search Actually Works — FAISS, HNSW & ANN Under the Hood

RAG Module 05: How Vector Search Actually Works — FAISS, HNSW & ANN Under the Hood Adil’s Insights

22 views - 2 weeks ago

RAG Module 04: Hybrid Search + Re-Ranking + Query Transformation — The Advanced Retrieval Stack

RAG Module 04: Hybrid Search + Re-Ranking + Query Transformation — The Advanced Retrieval Stack Adil’s Insights

48 views - 2 weeks ago

Use Claude Opus 4.8, GPT-5.5 & DeepSeek V4 Pro — Almost FREE ($1,000 Credits)

Use Claude Opus 4.8, GPT-5.5 & DeepSeek V4 Pro — Almost FREE ($1,000 Credits) Adil’s Insights

126 views - 2 weeks ago

RAG Roadmap Module 03: Embeddings Explained — The Engine Every RAG Pipeline Runs On

RAG Roadmap Module 03: Embeddings Explained — The Engine Every RAG Pipeline Runs On Adil’s Insights

14 views - 3 weeks ago

RAG Roadmap Module 02: Text Splitting & Chunking — The Step Everyone Gets Wrong

RAG Roadmap Module 02: Text Splitting & Chunking — The Step Everyone Gets Wrong Adil’s Insights

5 views - 3 weeks ago

The RAG Roadmap: Module 01 — Foundations (Free Notes + Code + Projects)

The RAG Roadmap: Module 01 — Foundations (Free Notes + Code + Projects) Adil’s Insights

25 views - 3 weeks ago

I Built 100 AI/ML/DL Projects — Here's Every Single One (Free & Open Source)

I Built 100 AI/ML/DL Projects — Here's Every Single One (Free & Open Source) Adil’s Insights

58 views - 4 weeks ago

#shorts I Got $1,000 in Free AI Credits — Here's How to Do the Same (Claude Fable 4.8)

#shorts I Got $1,000 in Free AI Credits — Here's How to Do the Same (Claude Fable 4.8) Adil’s Insights

93 views - 1 month ago

Use Claude Opus 4.8 Totally Free With $1,000 Credit — Hyperagent Tutorial 2026

Use Claude Opus 4.8 Totally Free With $1,000 Credit — Hyperagent Tutorial 2026 Adil’s Insights

295 views - 1 month ago

I Analyzed 3,100 AI Engineering Jobs — The Complete 2026 Field Guide (Roles, Skills, Interviews)

I Analyzed 3,100 AI Engineering Jobs — The Complete 2026 Field Guide (Roles, Skills, Interviews) Adil’s Insights

21 views - 1 month ago

I Built a Full Stack Weather App for an AI Engineering Internship Assessment (React + Node + MongoDB

I Built a Full Stack Weather App for an AI Engineering Internship Assessment (React + Node + MongoDB Adil’s Insights

13 views - 1 month ago

Google Just Changed the Internet Forever — 15 Chrome Updates from Google I/O 2026

Google Just Changed the Internet Forever — 15 Chrome Updates from Google I/O 2026 Adil’s Insights

13 views - 1 month ago

I Built a Free WhatsApp Community for AI Interview Prep — Daily Jobs, Mock Interviews & More

I Built a Free WhatsApp Community for AI Interview Prep — Daily Jobs, Mock Interviews & More Adil’s Insights

7 views - 2 months ago

I Analyzed 1,765 AI Engineer Job Descriptions — Here's What the Interview Actually Looks Like

I Analyzed 1,765 AI Engineer Job Descriptions — Here's What the Interview Actually Looks Like Adil’s Insights

12 views - 2 months ago

AI Engineer Job Postings Are Lying to You — Here's What the Role Actually Is

AI Engineer Job Postings Are Lying to You — Here's What the Role Actually Is Adil’s Insights

11 views - 2 months ago

RAG is NOT Dead — Here's What It's Actually Becoming (10 Patterns + Multimodal)

RAG is NOT Dead — Here's What It's Actually Becoming (10 Patterns + Multimodal) Adil’s Insights

11 views - 2 months ago

I Collected the 50 Most Common EDA Interview Questions — Can You Answer All of Them?

I Collected the 50 Most Common EDA Interview Questions — Can You Answer All of Them? Adil’s Insights

16 views - 2 months ago

One Website Lets You Chat With Every AI Model For Free (343 Models Ranked)

One Website Lets You Chat With Every AI Model For Free (343 Models Ranked) Adil’s Insights

31 views - 2 months ago

How Gmail Smart Compose Works at 1.8 Billion Users — Full GenAI System Design

How Gmail Smart Compose Works at 1.8 Billion Users — Full GenAI System Design Adil’s Insights

27 views - 2 months ago

I Built a Free GenAI Roadmap That Updates Every Month — So You're Never Behind Again

I Built a Free GenAI Roadmap That Updates Every Month — So You're Never Behind Again Adil’s Insights

87 views - 3 months ago

I Built an AI Paris Trip Planner With the OpenAI API (Full Project)

I Built an AI Paris Trip Planner With the OpenAI API (Full Project) Adil’s Insights

23 views - 3 months ago

I Wrote a Free Python Book That Teaches Everything You Need for AI/ML

I Wrote a Free Python Book That Teaches Everything You Need for AI/ML Adil’s Insights

11 views - 3 months ago

I Built a Website That Explains The Most Cited AI Paper of All Time

I Built a Website That Explains The Most Cited AI Paper of All Time Adil’s Insights

191 views - 3 months ago

How I’d Build AideMeet’s AI Memory System

How I’d Build AideMeet’s AI Memory System Adil’s Insights

31 views - 3 months ago

I Solved LinkedIn’s SQL Interview Question in 90 Seconds

I Solved LinkedIn’s SQL Interview Question in 90 Seconds Adil’s Insights

13 views - 4 months ago

Build a Private AI Chatbot for Your Company (No APIs, 100% Local)

Build a Private AI Chatbot for Your Company (No APIs, 100% Local) Adil’s Insights

42 views - 4 months ago

Meet the New @Google Colab — Your AI Coding Partner

Meet the New @Google Colab — Your AI Coding Partner Adil’s Insights

21 views - 4 months ago

Introducing Toolly Studio — Create Product Ads in 3 Minutes

Introducing Toolly Studio — Create Product Ads in 3 Minutes Adil’s Insights

5 views - 4 months ago

ServiceNow Python Interview Question: Same Stripes (Matrix Diagonals)

ServiceNow Python Interview Question: Same Stripes (Matrix Diagonals) Adil’s Insights

14 views - 4 months ago

Base 13 Conversion — Capital One Python Interview Question (Step-by-Step)

Base 13 Conversion — Capital One Python Interview Question (Step-by-Step) Adil’s Insights

26 views - 4 months ago

Google Python Interview Question: Fizz Buzz Sum (Solution & Explanation)

Google Python Interview Question: Fizz Buzz Sum (Solution & Explanation) Adil’s Insights

3 views - 4 months ago

Spotify Python Interview Question — Add One to an Array (Explained Clearly)

Spotify Python Interview Question — Add One to an Array (Explained Clearly) Adil’s Insights

69 views - 4 months ago

Complete ML & Data Science Interview Roadmap (Free Resources + Real Prep Strategy)

Complete ML & Data Science Interview Roadmap (Free Resources + Real Prep Strategy) Adil’s Insights

31 views - 5 months ago

GenAI Roadmap with LangChain | Full Step-by-Step Guide (2026)

GenAI Roadmap with LangChain | Full Step-by-Step Guide (2026) Adil’s Insights

16 views - 6 months ago

Complete AI Learning Roadmap for Non-Technical People (No Coding Needed!)

Complete AI Learning Roadmap for Non-Technical People (No Coding Needed!) Adil’s Insights

6 views - 6 months ago

From Zero Consistency to ML Engineer: My 2025 Year in Review

From Zero Consistency to ML Engineer: My 2025 Year in Review Adil’s Insights

17 views - 6 months ago

LeetCode 1657 Explained — Are Two Strings Close? (Python)

LeetCode 1657 Explained — Are Two Strings Close? (Python) Adil’s Insights

5 views - 6 months ago

LeetCode 1207 — Unique Number of Occurrences Explained (Python)

LeetCode 1207 — Unique Number of Occurrences Explained (Python) Adil’s Insights

7 views - 6 months ago

LeetCode 2215 Explained — Find the Difference of Two Arrays (Set Theory)

LeetCode 2215 Explained — Find the Difference of Two Arrays (Set Theory) Adil’s Insights

10 views - 6 months ago

LeetCode 724 Explained | Find Pivot Index (Prefix Sum)

LeetCode 724 Explained | Find Pivot Index (Prefix Sum) Adil’s Insights

6 views - 6 months ago

LeetCode 1732 | Find the Highest Altitude — Easy Prefix Sum

LeetCode 1732 | Find the Highest Altitude — Easy Prefix Sum Adil’s Insights

5 views - 6 months ago

LeetCode 1493 Explained | Longest Subarray of 1’s After Deleting One

LeetCode 1493 Explained | Longest Subarray of 1’s After Deleting One Adil’s Insights

7 views - 6 months ago

LeetCode 1004 | Max Consecutive Ones III — Sliding Window Trick

LeetCode 1004 | Max Consecutive Ones III — Sliding Window Trick Adil’s Insights

3 views - 6 months ago

LeetCode 1456 Explained | Max Number of Vowels in Substring (Sliding Window)

LeetCode 1456 Explained | Max Number of Vowels in Substring (Sliding Window) Adil’s Insights

11 views - 6 months ago

LeetCode 643 Explained — Maximum Average Subarray I (Sliding Window)

LeetCode 643 Explained — Maximum Average Subarray I (Sliding Window) Adil’s Insights

11 views - 6 months ago

LeetCode 1679 — Max Number of K-Sum Pairs (Hashmap Trick!)

LeetCode 1679 — Max Number of K-Sum Pairs (Hashmap Trick!) Adil’s Insights

4 views - 6 months ago

Crack LeetCode 11 | Two Pointer Strategy Explained Visually

Crack LeetCode 11 | Two Pointer Strategy Explained Visually Adil’s Insights

6 views - 6 months ago

LeetCode 392 Explained | Is Subsequence (Two Pointers O(n))

LeetCode 392 Explained | Is Subsequence (Two Pointers O(n)) Adil’s Insights

3 views - 6 months ago

LeetCode 283: Move Zeroes | Two-Pointer (In-Place O(n) Solution)

LeetCode 283: Move Zeroes | Two-Pointer (In-Place O(n) Solution) Adil’s Insights

3 views - 6 months ago

Predict Movie Genres Using AI | Kaggle NLP Competition Explained

Predict Movie Genres Using AI | Kaggle NLP Competition Explained Adil’s Insights

13 views - 6 months ago

LeetCode 443 Explained | String Compression In-Place (O(1) Space!)

LeetCode 443 Explained | String Compression In-Place (O(1) Space!) Adil’s Insights

17 views - 6 months ago

LeetCode 238 Explained | Product of Array Except Self (No Division!)

LeetCode 238 Explained | Product of Array Except Self (No Division!) Adil’s Insights

10 views - 6 months ago