Everything you need to crack your placements.
Aptitude, coding, company-by-company guides, and the AI skills now showing up in more placement drives. Free, evidence-based, and built on 18 years of placement training.
From FACE Prep. 7M+ students trained for placements, alumni at Google, Microsoft and Amazon, 2,000+ college partners.
Prepping for a specific company? Start there.
Real eligibility cutoffs, current syllabi, and recent question patterns. Sourced from official company pages, verified at time of writing.
Company Corner
Eligibility cutoffs, syllabi, and recent question patterns, company by company.
Aptitude
Quant, logical reasoning, and verbal, with worked examples and practice sets.
Coding & DSA
Python, Java, and data structures, with placement-style problems and solutions.
AI for Engineers
The AI skills now showing up in more placement drives, from fundamentals to projects.
2,000+ institutions. 500+ enterprises. 18 years of outcomes.
1,036+ articles. Open access.
Placement prep, company-specific guides, coding walkthroughs, and AI career roadmaps. Every article is evidence-based, India-context, and free.
How to Pick an AI Project That Matches Your Target Role
Different roles scan for different project signals. The four-role-bucket framework helps you reverse-engineer what your target recruiter expects before building anything.
Build a Document QA System Using RAG: 2026 Resume Guide
Step-by-step walkthrough for building a RAG document QA system using LangChain and FAISS, with resume framing and interview answer tips.
Embeddings and Vector Database Interview Questions (2026)
Common interview questions on embeddings, vector databases, ANN search, and RAG for Indian fresher AI/ML roles in 2026, with model answers.
Read about AI, or actually build with it.
The 2026 AI roadmap maps the skills recruiters look for, from fundamentals to a deployed project that holds up in an interview. Start with the free PDF.
When you're ready to build, TinkerLLM lets you work directly with model APIs, watch latency and token cost behave, and ship a small AI project for ₹499.
Ready to build now? Try TinkerLLM →
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1,036+ free articles on aptitude, coding, company patterns, and AI roadmaps. Plus a free AI Career Roadmap PDF.
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