KarmSakha Blog
Career Advice
Practical guides to help you prepare, practise and make informed decisions.
Compare invented metro and town budgets, recurring costs, moving expenses and deposit cash while identifying the quotations a real decision needs.
Problem-Solving Interview Scenarios: A Complete Allocation CaseSolve an original constrained allocation case, prove its optimal count and recompute when the interviewer changes a requirement.
Learning Agility: Correct an Assumption and Transfer the LessonInspect a mistaken counting rule, apply supplied feedback and transfer the lesson to an event log with a different contract.
Data Visualization: Count, Rate and Scale in Worked ChartsInspect original count and rate charts, repair a misleading baseline and preserve missing-value and denominator distinctions.
Content Marketing: A Complete Brief, FAQ and Measurement PlanBuild an audience-specific brief and complete FAQ, verify a date example and define measurement without inventing campaign results.
Data Analysis: Clean a Small Dataset and Write a Bounded ReportWork through an original dataset, resolve exact duplicates and missing values, calculate summaries and write a report with clear limits.
Financial Analysis: A Worked Statement and Cash WorksheetCalculate a fictional balance sheet, liquidity ratios, operating result and cash bridge while keeping reporting periods and assumptions separate.
Operations Management: Capacity, Deadlines and Accepted OutputCalculate station capacity, a finite-window schedule, work in progress and accepted output in an original operations exercise.
A/B Testing: Assignment, Rates and a Guardrail DecisionBuild a bounded experiment plan, calculate rates and relative change, and check a guardrail before making a rollout decision.
Resilience Building: A Bounded Career-Setback PlanSeparate career setback facts from unknown causes and prepare a manageable task plan, application log and specific support request.
Business Storytelling: A Worked Operational UpdateWrite a business narrative from a bounded dispatch record, separating evidence, completed actions, customer status and unresolved decisions.
Market Sizing Techniques: TAM, SAM and Capacity Worked ExampleWork through bottom-up market sizing, TAM and SAM, capacity limits and scenarios with explicit units and fictional meal-service inputs.
TCS Campus Placement: Drive Rules and Preparation ChecklistCheck drive-specific TCS eligibility and application instructions, using clearly dated closed-cycle examples and an honest preparation plan.
Freelance AI Consultant Rates: Sources and a Worked QuoteInterpret published global rate guidance and work through a fictional AI consulting quote, platform fee and time estimates.
Consultative Selling Framework: A Complete Proposal ExercisePractise discovery, requirements and a complete fictional proposal with clear approval and evidence boundaries.
10 Live Project Ideas for CSE Students: Briefs and Acceptance ChecksExplore ten original CSE project briefs with defined scope, data boundaries, test cases and acceptance checks.
Competency Assessment: Evidence, Feedback and a Practice RubricBuild a practice rubric from observed work, task evidence, feedback and a focused improvement exercise.
Algorithm Practice: Maximum Subarray, Tie Rules and Boundary TestsPractise an original nonempty maximum-subarray algorithm with inclusive indices, exact validation and exhaustive small-input checks.
Digital Communication Etiquette: Recipients, Action and Draft ApprovalInspect an original review request with permitted recipients, draft status, precise action and meeting instructions.
Interview Follow-Up Examples: Appreciation, Correction and StatusCompare three original messages grounded in one fictional interview record, employer timeline and truthful contribution correction.
Career Risk Assessment: Capacity, Missing Evidence and Reversible Next StepsCompare two fictional learning commitments using verified time constraints, unresolved requirements and a bounded exploratory action.
Marketing ROI Measurement: Total Costs, Revenue Ratios and UnknownsCalculate original total-cost return and revenue-to-spend ratios while preserving cost scope, unknown revenue and causal limits.
Creative Problem Solving: Compare Constraints and Build a Workable ProposalWork through three failing instruction-sheet options, an original recombination and acceptance checks that separate a feasible draft from a successful rollout.
Marketing Analytics: Orders, Attribution Credit and Cost ChecksReconcile an original order ledger and two credit allocations, preserving unknown sources and separating attributed amounts from customers, profit and causal impact.
