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What students actually do, where they actually go, what actually works. Honest analysis, no spin. Every article cites official sources at the bottom — no hot takes, no marketing tone. Anonymised platform aggregates will ship here as Shishya's user base grows large enough to publish them responsibly.
Both exams gate ~15 lakh aspirants each year. But the seat-to-aspirant ratios, attempt limits, and downstream choices are structurally different — and most students don't pick on the right axis.
Read more →The narrative says "US dominance". The numbers say Canada now ties US for the largest cohort, the UK is catching up fast, and Germany is the dark-horse destination for engineering PG.
Read more →NIRF's Outreach + Perception scores are stable signals. Its Graduation Outcomes (employment) component is the noisiest. Here's how to read the ranking honestly.
Read more →The National Scholarship Portal disburses ~₹2,000 crore annually. Most eligible students never apply. The gap is discovery + application UX — not eligibility.
Read more →After a year of running an AI tutor across 160+ exams, the clearest signal is: AI is excellent for explanation and drilling, marginal for strategy, and counter-productive for original problem-solving practice.
Read more →If you're at a tier-3 BTech college and feel doomed, the data says you're wrong. Here's what actually determines outcomes 5-7 years out.
Read more →₹58,000 crore industry. The math behind why most coaching is over-priced for the outcomes it delivers — and which categories are worth the money.
Read more →Education loan interest compounds. So does graduation salary growth — but only at top institutions. Math the trap before you sign.
Read more →Beyond enrolment headlines: completion rates, board pass percentages, college transition, and what state policies actually moved the needle.
Read more →Not every job is at risk. Routine cognitive work gets squeezed; expertise + judgement compounds. Here's where to position now.
Read more →Same recruiter, very different posts. SSC CGL is graduate-level Group B/C; SSC CHSL is 12th-pass-level Group C. We compare the actual pay matrix, career trajectory, and the realistic conversion gap between the two.
Read more →Two sessions a year, best score counts. The right strategy isn't 'try harder in April' — it's understanding what each attempt is actually for, what % of toppers peak in which session, and how to use the gap.
Read more →Same exam, two very different careers. We compare the realistic NEET score ranges for each, the cost of education, the early-career income gap, and the honest answer to 'should I drop a year for MBBS instead of taking BDS now?'
Read more →UPPSC PCS is a less-celebrated cousin of UPSC CSE — but the prep overlap is ~70% and the conversion rate is 30x higher for similarly-prepared candidates. We break down the honest case for prepping both simultaneously.
Read more →Central vs state pathways for school-teacher recruitment in India. We compare reach, salary outcomes, validity, and the strategy of doing both — because the prep overlap is ~85% and the second test costs almost no incremental study.
Read more →Banking aspirants almost always assume SBI PO is harder and more prestigious. The salary numbers say SBI does pay more, but the cutoff and effort difference is smaller than the reputation suggests. We break down the honest math.
Read more →Russia, Ukraine, Philippines, Bangladesh, China — Indian students go abroad for MBBS when home seats are out of reach. We compare total cost, FMGE pass rates, government recognition risks, and the realistic career outcomes 5-7 years after graduating.
Read more →GATE is the gate to both IIT M.Tech and PSU recruitment (BHEL / IOCL / GAIL / NTPC / ONGC). But the cut-off, the choice rationale, and the post-clearing path differ sharply. Pick your target before you start preparing.
Read more →TNPSC, TNUSRB, TRB, TET — Tamil Nadu has ~12 different recruitment boards across departments. We map every major recruitment exam, salary by pay level, and the realistic timeline from notification to joining.
Read more →Bihar Police's pay structure, post by post — Constable, Sub-Inspector (Daroga), Inspector, DySP, SP. We include the 6th Pay Commission (state) implementation status, field/risk allowance, and the realistic career trajectory.
Read more →MPSC, MH Police, Maharashtra Educational Services — the state's recruitment + pay landscape. We break down 7th CPC Maharashtra pay matrix (Levels 1-30), the post families, and what each Pay Level translates to at Mumbai vs Pune vs rural postings.
Read more →UP Police Constable, UPSSSC Lower Subordinate, RRB Group D, SSC MTS, UP Forest Guard, UP Excise Constable — the complete list of UP government jobs reachable straight after Class 12, with salary + exam timelines.
Read more →Karnataka has ~13 different recruitment bodies — KPSC, KSP, KEA, KTET, Karnataka Forest Department and others. We map every major exam, the post families it opens, and the realistic salary by Pay Level.
Read more →What's coming
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