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Saizul Amin

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AI

Guides, tutorials and insights about AI — written from hands-on experience.

📝 96 articles📄 Page 8 of 8
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AIBuilding Local RAG with Ollama, Nomic Embeddings, and ChromaDB on Apple Silicon 23 Nov 2025Building Local RAG with Ollama, Nomic Embeddings, and ChromaDB on Apple SiliconIn the evolving landscape of enterprise technology, automation and artificial intelligence have transitioned from experimental tools into critical infrastructure. Scaling high-throughput data…Read article AIAI Lead Generation Agent: How to Capture, Qualify and Follow Up Leads Automatically 18 Nov 2025AI Lead Generation Agent: How to Capture, Qualify and Follow Up Leads AutomaticallyHow to use an AI agent for lead generation: capture enquiries across channels, qualify them with the right questions, score and route…Read article AIAutonomous AI Agents in Production: How to Design, Deploy and Monitor Multi-Agent Systems in 2026 13 Nov 2025Autonomous AI Agents in Production: How to Design, Deploy and Monitor Multi-Agent Systems in 2026Over the past twelve months, the engineering discourse in artificial intelligence has decisively pivoted from prompt engineering and basic retrieval-augmented generation (RAG)…Read article AIBuilding a WhatsApp AI Agent for Business: Automated Sales, CRM Sync & Customer Support (2026 Architecture) 11 Nov 2025Building a WhatsApp AI Agent for Business: Automated Sales, CRM Sync & Customer Support (2026 Architecture)With over 2.7 billion active users globally, WhatsApp is no longer just a private messaging app—it is the primary commercial channel for…Read article AIBuilding Autonomous Pentesting Agents with LangGraph, Nmap, and Metasploit RPC 9 Nov 2025Building Autonomous Pentesting Agents with LangGraph, Nmap, and Metasploit RPCIn the evolving landscape of enterprise technology, automation and artificial intelligence have transitioned from experimental tools into critical infrastructure. Scaling high-throughput data…Read article AIDeepSeek V3 vs Claude 3.5 Sonnet vs GPT-4o: Complete Benchmark & API Pricing for Developers (2026) 6 Nov 2025DeepSeek V3 vs Claude 3.5 Sonnet vs GPT-4o: Complete Benchmark & API Pricing for Developers (2026)The artificial intelligence landscape in 2026 has witnessed unprecedented competition among frontier models. While OpenAI’s GPT-4o and Anthropic’s Claude 3.5 Sonnet long…Read article AIHow to Automate Cold Outreach with AI: Scraper, Lead Enrichment & Email Sequencer Workflow 4 Nov 2025How to Automate Cold Outreach with AI: Scraper, Lead Enrichment & Email Sequencer WorkflowTraditional cold email outreach is dead. Blasting generic templates to scraped lists of 10,000 generic contacts now yields sub-1% reply rates, burns…Read article AIDeploying Quantized DeepSeek-R1 Models on Local Hardware with ExLlamaV2 and vLLM 3 Nov 2025Deploying Quantized DeepSeek-R1 Models on Local Hardware with ExLlamaV2 and vLLMIn the evolving landscape of enterprise technology, automation and artificial intelligence have transitioned from experimental tools into critical infrastructure. Scaling high-throughput data…Read article AIBuilding a Local AI Assistant with Ollama and Open WebUI: Complete Offline Setup Guide 1 Nov 2025Building a Local AI Assistant with Ollama and Open WebUI: Complete Offline Setup GuideAs organizations handle increasingly sensitive financial records, private client intellectual property, and proprietary codebases, sending unencrypted queries to centralized cloud LLMs (like…Read article AIHow to Build a Custom AI Customer Support Chatbot with Python, LangChain and FastAPI 27 Oct 2025How to Build a Custom AI Customer Support Chatbot with Python, LangChain and FastAPIGeneric customer support chatbots that rely on static decision trees frustrate users and fail to resolve complex technical inquiries. Conversely, feeding a…Read article AIBuilding Low-Latency AI Voice Assistants with Kokoro TTS and Whisper on FastAPI 26 Oct 2025Building Low-Latency AI Voice Assistants with Kokoro TTS and Whisper on FastAPIIn the evolving landscape of enterprise technology, automation and artificial intelligence have transitioned from experimental tools into critical infrastructure. Scaling high-throughput data…Read article AIEnterprise AI Workflow Automation in 2026: Self-Hosting n8n with Local LLMs and Vector Databases 25 Oct 2025Enterprise AI Workflow Automation in 2026: Self-Hosting n8n with Local LLMs and Vector DatabasesAs artificial intelligence transitions from conversational novelties into mission-critical business infrastructure, enterprise leaders and technical founders face a stark operational challenge: how…Read article

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