My Portfolio https://abdulmoiz.tech This is my portfolio RSS feed Traditional RAG vs Document Intelligence: The Next Evolution of Enterprise AI https://abdulmoiz.tech/blog/traditional-rag-vs-document-intelligence Most AI document products stop at upload-ask-answer. Operational workflows need more than answers — they need complete, structured, auditable data, with RAG as one component inside a larger system rather than the whole product. Sat, 18 Jul 2026 00:00:00 GMT DETR vs. ViT: Two Different Questions, Not One Architecture Plus a Head https://abdulmoiz.tech/blog/detr-vs-vit-two-different-questions A Vision Transformer classifies an image. DETR finds every object in it. The two models diverge earlier than most explanations admit, and the distinction changes how you should read both papers. Sat, 11 Jul 2026 00:00:00 GMT RAG Does Not Do Math, and That's Okay https://abdulmoiz.tech/blog/rag-does-not-do-math Retrieval gets your model the right numbers. It does not make the model good at arithmetic. Here is how to stop pretending otherwise. Thu, 02 Jul 2026 00:00:00 GMT Not Every Workflow Needs an AI Agent: Choosing the Right Autonomy Level https://abdulmoiz.tech/blog/not-every-workflow-needs-an-ai-agent Every startup wants autonomous AI agents that think and act independently. But unconstrained autonomy introduces risk. Here is how to select the right operational autonomy level for your product. Tue, 30 Jun 2026 00:00:00 GMT Choosing Your Automation Boundary: Tasks, Processes, or Systems? https://abdulmoiz.tech/blog/choosing-your-automation-boundary Automatically extracting data from an invoice is vastly different from automating an enterprise finance operation, yet both are loosely labeled "AI automation." Here is how to define clear technical scope boundaries before writing code. Mon, 29 Jun 2026 00:00:00 GMT Fine-Tuning Is Fine-Tuning Until It Isn't https://abdulmoiz.tech/blog/fine-tuning-until-it-isnt Fine-tuning looks like a solved problem right up until the model quietly forgets something you never tested for. A field guide to when it helps and when it bites back. Thu, 18 Jun 2026 00:00:00 GMT The 5 Questions I Ask Before I Trust Any AI System https://abdulmoiz.tech/blog/five-questions-before-i-trust-ai A short, repeatable framework for deciding whether an AI feature is ready for production, before a user finds the gap for you. Thu, 04 Jun 2026 00:00:00 GMT The Single Pipeline That Explains Modern Computer Vision https://abdulmoiz.tech/blog/single-pipeline-modern-computer-vision Classification, detection, segmentation, and vision-language models all reduce to the same five stages. Once you see the pipeline, the papers stop looking like separate fields. Thu, 21 May 2026 00:00:00 GMT How We Built Map-Based Property Search in East Africa Without Google Maps https://abdulmoiz.tech/blog/map-based-property-search-east-africa Google Maps pricing and coverage gaps make it a bad fit for proptech in East Africa. Here is the OpenStreetMap-based stack we used instead, and what broke along the way. Thu, 07 May 2026 00:00:00 GMT The Power of Static Typing in Production Systems https://abdulmoiz.tech/blog/static-typing A practical guide to how static typing improves reliability, refactoring safety, and delivery speed in real production codebases. Sun, 07 Apr 2024 00:00:00 GMT