Writing on Llm
Articles on Llm from Tauseef Fayyaz: practical writing on engineering, AI and tech careers, drawn from leading a team and mentoring engineers.
By Tauseef Fayyaz60 posts90K+ readers
Posts tagged llm
8 posts tagged “llm”
- ai
JEPA vs LLM: Yann LeCun's World Models Explained for Developers
What JEPA is, how it differs from next-token LLMs, what V-JEPA 2 and AMI Labs have actually shown as of 2026, the strongest arguments against it, and what a student or developer should learn now.Oct 6, 202624 - ai
Most In-Demand Tech Skills in India in 2026, Backed by Hiring Data
Agentic AI engineer demand is up 260%, AI/ML hiring is up 20% while IT services fell 4%, and specialist salaries keep rising. The in-demand tech skills in India in 2026, the honest catch for each, and how to choose your next skill.Oct 3, 202648 - freelancing
AI Automation Freelancing in Pakistan: What Clients Pay For (2026)
AI work on freelance platforms is growing and paying more per hour, but templates are not a business. What AI automation clients actually pay for, the skills to learn in order, how to start from Pakistan, getting paid under the 2026 SBP rules, and pricing.Oct 2, 202632 - ai
How to Become an AI Engineer in Pakistan: Roles, Real Job Requirements and a 2026 Roadmap
How to become an AI engineer in Pakistan: AI engineer vs ML engineer vs data scientist, what AI jobs in Pakistan and remote roles actually ask for, a realistic 2026 roadmap from software engineering, and portfolio projects that stand out.Sep 23, 202655 - ai
An AI Engineering Roadmap That Puts Things in the Right Order
An AI engineering roadmap in seven stages, from tokens and prompting through RAG, evals, tool calling, MCP and agents, with a project to build at each step, what to skip, and a realistic timeline.Jul 17, 202657 - ai
Six Ways to Structure Work for an AI Agent
Six AI agent workflow patterns, from routing and parallelisation to orchestrator workers, tool use, reflection and planning: what each is for, how each fails, and the durable execution work that makes an agent safe to leave running.Jul 1, 202648 - ai
RAG, Fine Tuning, or a Better Prompt: How to Choose
RAG vs fine tuning vs a better prompt: a practical order from prompting through retrieval, embeddings, reranking, tools and agents to fine tuning, with the signal that tells you to move to the next step.Jun 29, 202617 - ai
The AI Engineering Words You Keep Hearing, Explained Properly
AI engineering terms in plain language: tokens, context windows, embeddings, RAG, fine tuning, tool calling, MCP, agents, evals and more, with what each is good for, where it lets you down, and the order to learn them.Jun 26, 202656
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