Md Samsuzzoha
I build web apps & systems that scale for your business
New to Contra
Md is ready for their next project!
I used to think the biggest AI challenge was choosing the best model.
Turns out, it's choosing the right model for the right job.
One engineering team rebuilt their AI infrastructure by routing simple tasks to self-hosted open-weight models and reserving premium APIs only for...
blog.webdevlab.org
Chinese Open Source AI Models Cut Our AI Costs by 82%
Discover how an AI-first SaaS company cut AI infrastructure costs by 82% using Chinese open-source AI models, hybrid inference, and self-hosted deployment.
AI is getting so powerful that US lawmakers are proposing an AI "kill switch" for dangerous models. 🤯
As web developers and AI engineers, this is a reminder: building AI isn't just about features, it's also about safety, monitoring, and keeping humans in control.
Learning Python Pandas in the AI era isn't optional anymore.
If you're working with AI, machine learning, automation, or data analysis,
Pandas is one of the first tools you should master.
Many people jump straight into LLMs and AI frameworks, but they often struggle with the...
Does a CDN store the entire website or only certain files?
Most people think RAG is a complicated AI concept.
It's not. In fact, a 5-year-old can understand the basic idea.
Imagine you're in an exam, but instead of answering from memory, you're allowed to quickly open the right book, find the answer, and then explain it in your own words....