LLM Interview Kit
Transformers, fine-tuning, RAG, evaluation and 120 interview questions.
Daily, focused practice for AI, ML and GenAI roles—built for ambitious students and engineers in India.
TODAY'S CONCEPT · LLM FUNDAMENTALS
In a Transformer, attention scores are divided by √dₖ before softmax. What is the primary reason?
PRACTICE TOPICS THAT MATTER
THE DAILY DOSE
Skip the endless playlists. Learn one concept, answer a few smart questions, and build proof that you're getting better.
A crisp concept card turns a hard topic into something you can explain in an interview.
Five questions with instant feedback expose gaps before an interviewer does.
Streaks, XP, badges and review queues make consistency feel worth protecting.
INTERACTIVE PRODUCT PREVIEW
Saturday, 17 October
TODAY'S CONCEPT · LLM FUNDAMENTALS
In a Transformer, attention scores are divided by √dₖ before softmax. What is the primary reason?
FROM FOUNDATIONS TO FRONTIER
Regression · Trees · Metrics
CNNs · RNNs · Transformers
Attention · Fine-tuning · Eval
Embeddings · Ranking · Vector DBs
Tools · Memory · Planning
Deployment · Monitoring · Cost
Scale · Reliability · Trade-offs
Probability · Tests · Inference
INTERVIEW KITS
Focused playbooks for the interviews you actually want—yours forever.
Transformers, fine-tuning, RAG, evaluation and 120 interview questions.
Design recommenders, search, ranking and feature platforms step by step.
SIMPLE PRICING
FREE
Everything you need for a focused daily practice.
Start learning freePRO YEARLY
Full depth, smart review and realistic AI practice.
Get ProSave 50% vs monthly
FOUNDING PRO
The full Pro plan at a founder rate, while early spots last.
Claim founder accessSecure payment setup will activate when Razorpay keys are connected.
QUESTIONS, ANSWERED
No. Learning paths cover students, freshers and working engineers, with difficulty adapting from foundations to system design.
You choose a target role, answer five adaptive questions, and receive a structured scorecard with strengths, gaps and stronger answer patterns.
Yes. The daily dose, streaks and leaderboard are free. Pro unlocks the archive, full explanations, smart review and AI mocks.
Kits are focused, lifetime purchases. Pro members can still preview the curriculum before deciding.
YOUR NEXT INTERVIEW STARTS HERE
Join the early InferenceAI learning community and get the next Daily Dose in your inbox.
No spam. One useful lesson at a time.