Revenue Forecasting in Excel: Growth Rates, Seasonality and Business Drivers
Forecast revenue from business drivers, seasonal patterns and clearly tested assumptions.
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Articles by Aniket Thakur on Technology, Product, Auto, and Finance.
ROE vs ROCE vs ROIC: Which Ratio Best Measures Capital Efficiency?
Calculate three profitability ratios and understand leverage, capital definitions and limitations.
Can You Run a Local LLM Without a Dedicated GPU?
Use CPU inference sensibly and measure whether its speed suits your workload.
How to Run an LLM on Apple Silicon: Unified Memory, Metal and Model Selection
Choose a compatible local runtime and leave enough unified memory for real work.
Scooters with the Longest Seats in India
Compare Scooters with the Longest Seats in India with verified October 2026 Delhi ex-showroom and on-road prices, real-world mileage, variants, and buyer recommendations for Ather Rizta / Ather 450X, TVS Jupiter 125 (SmartXonnect), and TVS Jupiter 110 (All-New 113.3cc iGO Assist).
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Mahindra Scorpio-N vs XUV700: Compare the Right Model Year
Compare Scorpio-N with an identified XUV700; check current 7XO naming before booking.
Hero Splendor Plus vs HF Deluxe: Pay for a Verified Difference
Compare exact Hero commuter variants, useful features and costs without invented mileage.
SUMIFS, INDEX-MATCH and XLOOKUP for Financial Analysis
Retrieve financial records and sum transactions with formulas matched to the data grain.
How to Test LLM Benchmarks: Why a High Score Does Not Guarantee a Better Product
Inspect tasks, settings and uncertainty before applying a benchmark to your product.