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Career guides

Practical advice for candidates and job seekers.

Sep 10, 2026 5 min read Job first or Master’s for AI/ML: a decision framework for final-year students Final-year AI/ML and related students: separate interest, eligibility, and avoidance. A practical framework for choosing job-first vs Master... Read guide Sep 10, 2026 4 min read Fresher resume for CSE, AI, ML, and Data Science students (projects, coursework, internships) Build a one-page fresher resume where projects, coursework, and internships complement each other. For CSE, AI, ML, and Data Science student... Read guide Sep 10, 2026 4 min read CSE vs AI/ML vs Data Science: Which Track Fits Which Jobs For students choosing electives or a specialization: how CSE, AI/ML, and Data Science map to real internship and entry-level job titles—with... Read guide Sep 10, 2026 5 min read Courses, Kaggle, and certificates: what is worth a student’s time (and what is not) Not every course, Kaggle run, or certificate deserves your semester. A practical filter for CSE, AI, AI/ML, and Data Science students: finis... Read guide Sep 10, 2026 6 min read Campus placement vs off-campus for CSE students: how to decide and prepare for both Campus drives and off-campus applications are different channels, not rival identities. Learn how CSE, AI, AI/ML, and Data Science students... Read guide Sep 2, 2026 2 min read Switch into AI and ML from a regular software job You do not need a PhD to move toward AI engineering. You do need proof you can train, evaluate, and ship models, not just call an API in a d... Read guide Sep 2, 2026 2 min read Prepare for a software engineering interview loop that actually happens Most loops are the same shape: recruiter screen, coding, system or ML design for senior roles, and a behavioural round. Prepare those four,... Read guide Sep 2, 2026 2 min read How to apply on Microsoft Careers and TCS iBegin without getting stuck Company portals are slower than job boards, but they are where the application actually counts. This is the path that works, and the traps t... Read guide Sep 2, 2026 2 min read Write a resume that survives ATS and a 20-second recruiter scan Your resume has two jobs: pass a keyword parse, then make a human stop scrolling. Here is a format that works for IT hiring in India and for... Read guide Sep 2, 2026 2 min read How to read a job description before you apply Most people skim the title and hit apply. A 10-minute read of the JD saves you from dead listings, mismatched roles, and week-long applicati... Read guide