Ankit Desai

PhD AI/ML | AI Consultant | Transforming Business Workflows with AI | Driving Efficiency, Growth, & ROI

[Ankit Desai @desaiankitb]

This is peak “why didn’t I think of that” energy. Someone just "vibecoded" a simple app called SlapMac and more. And more such content: https://t.co/DS1bguujIB

Join: https://t.co/4x7IQlNbqq

[Ankit Desai @desaiankitb]

🚨 GenAI interviews are getting intensely competitive right now.
Companies are moving past the hype, building real LLM products, and hiring fast.
If you are interviewing soon, here are the 10 concepts you must know cold. 👇

https://t.co/kWuOtYI4xW

https://t.co/4x7IQlNbqq

[Ankit Desai @desaiankitb]

🛑 Stop Paying for Generic AI Courses!
Upskilling in 2026 is about accessibility, not budget. Here is the ultimate list of free, official education centers from the giants defining the era:
The Builder Class Education: https://t.co/71ZFzdfHYE

https://t.co/4x7IQlNbqq

[Ankit Desai @desaiankitb]

Stop Relying on Pure Vector Search for Production RAG

🚨 Most developers building RAG applications default to pure vector search. The logic? "Semantic embeddings solve everything."

Full post: https://t.co/NDN0zAc3HJ

https://t.co/4x7IQlNbqq

[Ankit Desai @desaiankitb]

🚨 Everybody’s talking about the Claude Code leak. Nobody’s explaining what it actually reveals. Here is what is actually inside the 512,000 lines of leaked TypeScript. 👇
https://t.co/jZAxB83UFi

https://t.co/4x7IQlNbqq

[Ankit Desai @desaiankitb]

The people who found these GitHub repos are building 10x faster than everyone else. And you’re probably not one of them.
Here are the 5 repositories you need right now: https://t.co/PynYyb3mAo

https://t.co/4x7IQlNbqq

[Ankit Desai @desaiankitb]

"How do you handle hallucinations in LLMs?"
If you are interviewing for an AI Engineering role, this system design question is guaranteed.
Here is exactly how you structure a senior-level answer. 👇
https://t.co/weqPxxhw2t

https://t.co/4x7IQlNbqq

[Ankit Desai @desaiankitb]

Two agents use the exact same LLM and tools, but one performs significantly better. No prompt differences at first glance. What hidden design choices could explain this gap?

https://t.co/bqE1kw7j4W

https://t.co/4x7IQlNbqq

[Ankit Desai @desaiankitb]

🤖🌍 What if you could test how society reacts to a new law before it ever gets passed?
That is exactly what MiroFish does.
What is MiroFish?
https://t.co/LiwOZ9aKLi

https://t.co/4x7IQlNbqq

[Ankit Desai @desaiankitb]

You build a simple pipeline: Research Agent Writer Agent Verification Agent. Instead of finishing the task they keep sending work back and forth. This creates an infinite agent loop that burns through your token budget and never actually completes the job
https://t.co/vMJanslEJR

[Ankit Desai @desaiankitb]

🚀 Your AI agent works in a Jupyter Notebook. Cool. Now make it work in production.
Here are the 3 libraries that quietly power almost every production-grade agent system right now.

https://t.co/4x7IQlNbqq

https://t.co/GvKOuJb8dI

[Ankit Desai @desaiankitb]

If you want to move from "using tools" to "building systems," the Claude Certified Architect exam is the new gold standard. 
Here is your 6-step roadmap to mastery. 👇
https://t.co/itgclvSVJI

https://t.co/4x7IQlNbqq

[Ankit Desai @desaiankitb]

10 Python projects that actually make you better (not just busy).
Here are 10 projects that will teach you core engineering concepts: https://t.co/UDeJ9oQLUW

https://t.co/4x7IQlNbqq

[Ankit Desai @desaiankitb]

Building AI agents in Notebooks is fun. Real-world AI lives behind APIs. If you want to build Agentic AI, you need to know how to serve it. Here are 6 high-impact Agentic AI projects you can build using FastAPI to level up your portfolio in 2026: https://t.co/eMR0CNMLzA

[Ankit Desai @desaiankitb]

🔥 Top Papers for Agentic AI you will regret not reading! ✨

https://t.co/SIz0BcUbrv

https://t.co/4x7IQlNbqq

[Ankit Desai @desaiankitb]

The creator of Claude Code just leaked his team's internal workflow. shared exactly how his team uses their own tool. Someone turned it into a CLAUDE.md file you can drop into any project today. 5-step workflow it installs in your repo: https://t.co/u5YBwYsjqt

[Ankit Desai @desaiankitb]

Cluster green. Network fine. But SQL query is taking 10m. What do you debug first? When the infra looks healthy, slow queries almost always come down to two things: query plan and data layout. Here’s the exact approach to fix it.
https://t.co/NomG7vGaey
https://t.co/4x7IQlNbqq

[Ankit Desai @desaiankitb]

The Ultimate 2026 AI Engineering Skill Stack If you want to stay ahead of the curve and land top-tier AI roles, basic prompting won't cut it. Here are the 8 core skills you need to focus on to build production-ready systems: https://t.co/XzhXYt1Rsl
https://t.co/4x7IQlNbqq

[Ankit Desai @desaiankitb]

🤯 There's a new embeddings model and it'll completely change how we do RAG.

https://t.co/ZsFD9ME5Jx

https://t.co/4x7IQlNbqq