Developer Tutorials and Technical Guides

Developer Tutorials and Technical Guides | Krunal Kanojiya https://krunalkanojiya.com Practical tutorials and in-depth guides on AI engineering, data engineering, programming, algorithms, developer tools, and software development. Tue, 21 Jul 2026 00:00:00 GMT https://validator.w3.org/feed/docs/rss2.html https://github.com/jpmonette/feed en Developer Tutorials and Technical Guides | Krunal Kanojiya https://2.gravatar.com/avatar/3c272c2728062fb969898e2b28814bde928c08683763c5c98a27b9a360b0f1fb?size=512&d=initials https://krunalkanojiya.com All rights reserved 2026, Krunal Kanojiya <![CDATA[Insertion Sort Algorithm: Complete Guide with Rust and Go]]> https://krunalkanojiya.com/blog/insertion-sort-algorithm https://krunalkanojiya.com/blog/insertion-sort-algorithm Tue, 21 Jul 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) Sorting Algorithms <![CDATA[Are AI Detectors Accurate? The Numbers and the Reasons They Fail]]> https://krunalkanojiya.com/blog/are-ai-detectors-accurate https://krunalkanojiya.com/blog/are-ai-detectors-accurate Sat, 25 Apr 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) AI Engineering & Trends <![CDATA[Data Lake vs Data Warehouse vs Databricks Lakehouse]]> https://krunalkanojiya.com/blog/data-lake-vs-data-warehouse-vs-databricks-lakehouse https://krunalkanojiya.com/blog/data-lake-vs-data-warehouse-vs-databricks-lakehouse Wed, 15 Apr 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) Data Engineering <![CDATA[Recursive Insertion Sort: Complete Guide with Rust and Go]]> https://krunalkanojiya.com/blog/recursive-insertion-sort-algorithm https://krunalkanojiya.com/blog/recursive-insertion-sort-algorithm Fri, 24 Jul 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) Sorting Algorithms <![CDATA[Recursive Bubble Sort: Complete Guide with Rust and Go]]> https://krunalkanojiya.com/blog/recursive-bubble-sort-algorithm https://krunalkanojiya.com/blog/recursive-bubble-sort-algorithm Fri, 24 Jul 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) Sorting Algorithms <![CDATA[Quick Sort Algorithm: Complete Guide with Rust and Go]]> https://krunalkanojiya.com/blog/quick-sort-algorithm https://krunalkanojiya.com/blog/quick-sort-algorithm Fri, 24 Jul 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) Sorting Algorithms <![CDATA[Merge Sort Algorithm: Complete Guide with Rust and Go]]> https://krunalkanojiya.com/blog/merge-sort-algorithm https://krunalkanojiya.com/blog/merge-sort-algorithm Fri, 24 Jul 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) Sorting Algorithms <![CDATA[Bubble Sort Algorithm: Complete Guide with Rust and Go]]> https://krunalkanojiya.com/blog/bubble-sort-algorithm https://krunalkanojiya.com/blog/bubble-sort-algorithm Tue, 21 Jul 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) Sorting Algorithms <![CDATA[Selection Sort Algorithm: Step-by-Step Guide with Rust and Go]]> https://krunalkanojiya.com/blog/selection-sort-algorithm https://krunalkanojiya.com/blog/selection-sort-algorithm Tue, 21 Jul 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) Sorting Algorithms <![CDATA[RAG Reranking Explained: Models, Metrics, and Production Trade-Offs]]> https://krunalkanojiya.com/blog/rag-reranking-explained https://krunalkanojiya.com/blog/rag-reranking-explained Sun, 19 Jul 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) RAG <![CDATA[RAG Architecture Explained: How Production Pipelines Actually Work (2026)]]> https://krunalkanojiya.com/blog/rag-architecture-explained https://krunalkanojiya.com/blog/rag-architecture-explained Mon, 04 May 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) RAG <![CDATA[Hybrid Search for RAG Explained: BM25, Vector Search, and RRF]]> https://krunalkanojiya.com/blog/hybrid-search-for-rag https://krunalkanojiya.com/blog/hybrid-search-for-rag Sat, 18 Jul 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) RAG <![CDATA[Vector Search vs Semantic Search: What Is the Difference?]]> https://krunalkanojiya.com/blog/vector-search-vs-semantic-search https://krunalkanojiya.com/blog/vector-search-vs-semantic-search Thu, 16 Jul 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) Vector Search & Databases <![CDATA[How to Choose Chunk Size for RAG: A Practical Guide]]> https://krunalkanojiya.com/blog/how-to-choose-chunk-size-for-rag https://krunalkanojiya.com/blog/how-to-choose-chunk-size-for-rag Thu, 16 Jul 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) RAG <![CDATA[What Is Vector Search? A Beginner-Friendly Guide]]> https://krunalkanojiya.com/blog/what-is-vector-search https://krunalkanojiya.com/blog/what-is-vector-search Tue, 14 Jul 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) Vector Search & Databases <![CDATA[Pinecone vs Qdrant: Which Vector Database Should You Use in 2026?]]> https://krunalkanojiya.com/blog/pinecone-vs-qdrant https://krunalkanojiya.com/blog/pinecone-vs-qdrant Thu, 28 May 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) Vector Search & Databases <![CDATA[IVF Index Explained for Vector Search]]> https://krunalkanojiya.com/blog/ivf-index-explained https://krunalkanojiya.com/blog/ivf-index-explained Mon, 27 Apr 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) Vector Search & Databases <![CDATA[Token and Positional Embeddings: How Transformers Represent Words (RoPE Explained)]]> https://krunalkanojiya.com/blog/embeddings-representation-learning https://krunalkanojiya.com/blog/embeddings-representation-learning Thu, 09 Apr 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) LLMs & Deep Learning <![CDATA[Databricks vs Snowflake in 2026: The Honest Technical Comparison for Data Teams]]> https://krunalkanojiya.com/blog/databricks-vs-snowflake https://krunalkanojiya.com/blog/databricks-vs-snowflake Thu, 30 Apr 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) Data Engineering <![CDATA[What Is a Vector Database? The Complete Beginner Guide (With Examples)]]> https://krunalkanojiya.com/blog/vector-database https://krunalkanojiya.com/blog/vector-database Thu, 23 Apr 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) Vector Search & Databases <![CDATA[Elasticsearch Vector Search vs Vector Databases: Which Should You Use?]]> https://krunalkanojiya.com/blog/vector-database-vs-elasticsearch https://krunalkanojiya.com/blog/vector-database-vs-elasticsearch Fri, 24 Apr 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) Vector Search & Databases <![CDATA[Lakebase LTAP Explained: How Databricks Is Merging OLTP and OLAP in 2026]]> https://krunalkanojiya.com/blog/lakebase-ltap-explained https://krunalkanojiya.com/blog/lakebase-ltap-explained Sat, 11 Jul 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) Data Engineering <![CDATA[How to Build a RAG Application with LangChain and Pinecone (Step-by-Step)]]> https://krunalkanojiya.com/blog/build-rag-application-langchain-pinecone https://krunalkanojiya.com/blog/build-rag-application-langchain-pinecone Wed, 01 Jul 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) AI Engineering & Trends <![CDATA[Pinecone vs Weaviate vs Milvus vs Qdrant: Best Vector Database in 2026?]]> https://krunalkanojiya.com/blog/pinecone-vs-weaviate-vs-milvus-vs-qdrant https://krunalkanojiya.com/blog/pinecone-vs-weaviate-vs-milvus-vs-qdrant Sat, 27 Jun 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) Vector Search & Databases <![CDATA[Qdrant vs Weaviate: Which Vector Database Should You Use in 2026?]]> https://krunalkanojiya.com/blog/qdrant-vs-weaviate https://krunalkanojiya.com/blog/qdrant-vs-weaviate Sun, 07 Jun 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) Vector Search & Databases <![CDATA[Qdrant Tutorial: Getting Started with Vector Search in Python (2026)]]> https://krunalkanojiya.com/blog/qdrant-getting-started-guide https://krunalkanojiya.com/blog/qdrant-getting-started-guide Sun, 07 Jun 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) Vector Search & Databases <![CDATA[pgvector vs Pinecone: Which One Should You Use in 2026?]]> https://krunalkanojiya.com/blog/pgvector-vs-pinecone https://krunalkanojiya.com/blog/pgvector-vs-pinecone Sun, 07 Jun 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) Vector Search & Databases <![CDATA[Why RAG Fails: Every Failure Mode and How to Fix Each One (2026)]]> https://krunalkanojiya.com/blog/why-rag-fails https://krunalkanojiya.com/blog/why-rag-fails Thu, 07 May 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) RAG <![CDATA[What Is Semantic Search? How It Works Step by Step]]> https://krunalkanojiya.com/blog/what-is-semantic-search https://krunalkanojiya.com/blog/what-is-semantic-search Thu, 23 Apr 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) Vector Search & Databases <![CDATA[What Is RAG in AI? A Simple Explanation (With Examples)]]> https://krunalkanojiya.com/blog/what-is-rag-in-ai https://krunalkanojiya.com/blog/what-is-rag-in-ai Tue, 05 May 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) RAG <![CDATA[What Is Databricks? A Simple Beginner-Friendly Explanation]]> https://krunalkanojiya.com/blog/what-is-databricks https://krunalkanojiya.com/blog/what-is-databricks Sun, 12 Apr 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) Data Engineering <![CDATA[What Are Embeddings? How AI Converts Text Into Numbers]]> https://krunalkanojiya.com/blog/what-are-embeddings https://krunalkanojiya.com/blog/what-are-embeddings Thu, 23 Apr 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) ML Foundations <![CDATA[Vector Query Lifecycle Explained Step by Step]]> https://krunalkanojiya.com/blog/vector-query-lifecycle-explained https://krunalkanojiya.com/blog/vector-query-lifecycle-explained Wed, 29 Apr 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) Vector Search & Databases <![CDATA[Transformer Architecture and Attention: Why Every Modern LLM Is Built This Way]]> https://krunalkanojiya.com/blog/transformer-architecture-attention https://krunalkanojiya.com/blog/transformer-architecture-attention Wed, 15 Apr 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) LLMs & Deep Learning <![CDATA[Prompting, RAG, and In-Context Learning: Using LLMs in Real Products]]> https://krunalkanojiya.com/blog/prompting-rag-in-context-learning https://krunalkanojiya.com/blog/prompting-rag-in-context-learning Mon, 20 Apr 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) RAG <![CDATA[I Built a Tiny GPT Model From Scratch: Here's Exactly How It Works]]> https://krunalkanojiya.com/blog/i-built-a-tiny-gpt-model-from-scratch https://krunalkanojiya.com/blog/i-built-a-tiny-gpt-model-from-scratch Tue, 31 Mar 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) LLMs & Deep Learning <![CDATA[How Vector Databases Work Internally: Indexing, Search and Storage Explained]]> https://krunalkanojiya.com/blog/how-vector-databases-work https://krunalkanojiya.com/blog/how-vector-databases-work Sat, 25 Apr 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) Vector Search & Databases <![CDATA[How Similarity Search Works in Vector Databases]]> https://krunalkanojiya.com/blog/how-similarity-search-works https://krunalkanojiya.com/blog/how-similarity-search-works Sun, 26 Apr 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) Vector Search & Databases <![CDATA[Exploration Hacking: The RL Failure Mode That ML Engineers Need to Understand Now]]> https://krunalkanojiya.com/blog/exploration-hacking-llm-rl-resistance https://krunalkanojiya.com/blog/exploration-hacking-llm-rl-resistance Tue, 05 May 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) LLMs & Deep Learning <![CDATA[Exact vs Approximate Nearest Neighbor (ANN) Explained]]> https://krunalkanojiya.com/blog/exact-vs-approximate-nearest-neighbor https://krunalkanojiya.com/blog/exact-vs-approximate-nearest-neighbor Sun, 26 Apr 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) Vector Search & Databases <![CDATA[Evaluation, Inference, and Deployment: Shipping an LLM Product That Actually Works]]> https://krunalkanojiya.com/blog/evaluation-inference-deployment https://krunalkanojiya.com/blog/evaluation-inference-deployment Tue, 21 Apr 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) LLMs & Deep Learning <![CDATA[Cosine Similarity vs Euclidean Distance Explained]]> https://krunalkanojiya.com/blog/cosine-similarity-vs-euclidean-distance https://krunalkanojiya.com/blog/cosine-similarity-vs-euclidean-distance Sun, 26 Apr 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) Vector Search & Databases <![CDATA[Product Quantization Explained Simply]]> https://krunalkanojiya.com/blog/product-quantization-explained https://krunalkanojiya.com/blog/product-quantization-explained Tue, 28 Apr 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) Vector Search & Databases <![CDATA[HNSW Algorithm Explained With Diagrams]]> https://krunalkanojiya.com/blog/hnsw-algorithm-explained https://krunalkanojiya.com/blog/hnsw-algorithm-explained Mon, 27 Apr 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) Vector Search & Databases <![CDATA[Dense vs Sparse Vectors Explained With Examples]]> https://krunalkanojiya.com/blog/dense-vs-sparse-vectors https://krunalkanojiya.com/blog/dense-vs-sparse-vectors Thu, 23 Apr 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) Vector Search & Databases <![CDATA[pgvector: The Complete Guide to Vector Search in PostgreSQL (2026)]]> https://krunalkanojiya.com/blog/pgvector-postgresql-guide https://krunalkanojiya.com/blog/pgvector-postgresql-guide Fri, 29 May 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) Vector Search & Databases <![CDATA[How to Choose a Vector Database in 2026: The Decision Guide]]> https://krunalkanojiya.com/blog/how-to-choose-a-vector-database https://krunalkanojiya.com/blog/how-to-choose-a-vector-database Wed, 27 May 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) Vector Search & Databases <![CDATA[Why Your Vector Search Returns 'Close But Not Quite Right' Results]]> https://krunalkanojiya.com/blog/dual-encoders-vs-cross-encoders-search-pipeline https://krunalkanojiya.com/blog/dual-encoders-vs-cross-encoders-search-pipeline Tue, 26 May 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) RAG <![CDATA[RAG Evaluation as an Engineering Discipline: Build the Pipeline From Zero]]> https://krunalkanojiya.com/blog/rag-evaluation-engineering https://krunalkanojiya.com/blog/rag-evaluation-engineering Fri, 15 May 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) RAG <![CDATA[RAG vs LangChain: What They Are, How They Relate, and Which One You Actually Need]]> https://krunalkanojiya.com/blog/rag-vs-langchain https://krunalkanojiya.com/blog/rag-vs-langchain Sat, 09 May 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) RAG <![CDATA[RAG vs Traditional Search: What Changed, What Did Not, and Why BM25 Is Not Dead]]> https://krunalkanojiya.com/blog/rag-vs-traditional-search https://krunalkanojiya.com/blog/rag-vs-traditional-search Fri, 08 May 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) RAG <![CDATA[How Embeddings Work in RAG: The Complete Guide (2026)]]> https://krunalkanojiya.com/blog/how-embeddings-work-in-rag https://krunalkanojiya.com/blog/how-embeddings-work-in-rag Fri, 08 May 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) RAG <![CDATA[Vector Database in RAG: How It Works, Which One to Pick (2026 Guide)]]> https://krunalkanojiya.com/blog/vector-database-in-rag https://krunalkanojiya.com/blog/vector-database-in-rag Wed, 06 May 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) Vector Search & Databases <![CDATA[RAG vs Fine-Tuning: When to Use Each (2026 Decision Guide)]]> https://krunalkanojiya.com/blog/rag-vs-fine-tuning https://krunalkanojiya.com/blog/rag-vs-fine-tuning Mon, 04 May 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) RAG <![CDATA[Mosaic AI Agent Framework: The Complete Guide for Building Production AI Agents on Databricks in 2026]]> https://krunalkanojiya.com/blog/mosaic-ai-agent-framework https://krunalkanojiya.com/blog/mosaic-ai-agent-framework Sun, 03 May 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) AI Engineering & Trends <![CDATA[Physical AI for ML Engineers: What's Actually Different About Training Models That Control Robots]]> https://krunalkanojiya.com/blog/physical-ai-for-ml-engineers https://krunalkanojiya.com/blog/physical-ai-for-ml-engineers Sat, 02 May 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) AI Engineering & Trends <![CDATA[Databricks Lakehouse Fundamentals Guide for Beginners 2026]]> https://krunalkanojiya.com/blog/databricks-lakehouse-fundamentals-guide https://krunalkanojiya.com/blog/databricks-lakehouse-fundamentals-guide Thu, 30 Apr 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) Data Engineering <![CDATA[What Is Vector Indexing and Why It Matters]]> https://krunalkanojiya.com/blog/what-is-vector-indexing https://krunalkanojiya.com/blog/what-is-vector-indexing Wed, 29 Apr 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) Vector Search & Databases <![CDATA[UCP vs ACP vs MCP: Which Shopify Protocol Actually Matters for Your Store in 2026]]> https://krunalkanojiya.com/blog/ucp-vs-acp-vs-mcp-shopify-protocols https://krunalkanojiya.com/blog/ucp-vs-acp-vs-mcp-shopify-protocols Wed, 29 Apr 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) AI Engineering & Trends <![CDATA[Why Traditional Indexes Fail for Vector Search]]> https://krunalkanojiya.com/blog/why-traditional-indexes-fail-for-vector-search https://krunalkanojiya.com/blog/why-traditional-indexes-fail-for-vector-search Fri, 24 Apr 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) Vector Search & Databases <![CDATA[Vector Database vs Traditional Database: Key Differences]]> https://krunalkanojiya.com/blog/vector-database-vs-traditional-database https://krunalkanojiya.com/blog/vector-database-vs-traditional-database Fri, 24 Apr 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) Vector Search & Databases <![CDATA[Latent Space Explained: The Hidden Structure of AI Models]]> https://krunalkanojiya.com/blog/latent-space-explained https://krunalkanojiya.com/blog/latent-space-explained Fri, 24 Apr 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) ML Foundations <![CDATA[What Is a Vector in Machine Learning? Simple Explanation]]> https://krunalkanojiya.com/blog/what-is-a-vector-in-machine-learning https://krunalkanojiya.com/blog/what-is-a-vector-in-machine-learning Thu, 23 Apr 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) ML Foundations <![CDATA[Why 1M Tokens Is a Trap: The Hidden Cost of Long Context Windows]]> https://krunalkanojiya.com/blog/why-1m-tokens-is-a-trap https://krunalkanojiya.com/blog/why-1m-tokens-is-a-trap Wed, 22 Apr 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) LLMs & Deep Learning <![CDATA[KV Cache Explained: How LLMs Generate Text Without Recomputing Everything]]> https://krunalkanojiya.com/blog/kv-cache-explained https://krunalkanojiya.com/blog/kv-cache-explained Tue, 21 Apr 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) LLMs & Deep Learning <![CDATA[Fine-tuning and RLHF: How a Pre-trained Model Becomes a Useful Assistant]]> https://krunalkanojiya.com/blog/fine-tuning-rlhf https://krunalkanojiya.com/blog/fine-tuning-rlhf Sun, 19 Apr 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) LLMs & Deep Learning <![CDATA[Pre-training and Language Modeling: How a Transformer Learns to Predict Text]]> https://krunalkanojiya.com/blog/pretraining-language-modeling https://krunalkanojiya.com/blog/pretraining-language-modeling Sat, 18 Apr 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) LLMs & Deep Learning <![CDATA[TurboQuant Explained: Google's Breakthrough in AI Model Compression]]> https://krunalkanojiya.com/blog/turboquant-ai-compression-explained https://krunalkanojiya.com/blog/turboquant-ai-compression-explained Tue, 31 Mar 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) LLMs & Deep Learning <![CDATA[Sequence Modeling and RNNs: The Problem That Made Transformers Inevitable]]> https://krunalkanojiya.com/blog/sequence-modeling-rnns https://krunalkanojiya.com/blog/sequence-modeling-rnns Sat, 11 Apr 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) LLMs & Deep Learning <![CDATA[Neural Networks and Backpropagation: Where the Math Starts Doing Something]]> https://krunalkanojiya.com/blog/neural-networks-backpropagation https://krunalkanojiya.com/blog/neural-networks-backpropagation Wed, 08 Apr 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) LLMs & Deep Learning <![CDATA[Probability and Statistics: What AI Actually Means by Confidence]]> https://krunalkanojiya.com/blog/probability-statistics-for-ai https://krunalkanojiya.com/blog/probability-statistics-for-ai Tue, 07 Apr 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) ML Foundations <![CDATA[Linear Algebra and Calculus: The Math Your AI Model Runs On]]> https://krunalkanojiya.com/blog/linear-algebra-and-calculus-the-math-your-ai-model-runs-on https://krunalkanojiya.com/blog/linear-algebra-and-calculus-the-math-your-ai-model-runs-on Fri, 03 Apr 2026 00:00:00 GMT imkrunalkanojiya@outlook.com (Krunal Kanojiya) ML Foundations