How to Build a Basic LBO Model: Sources and Uses, Debt Paydown and Exit Returns
Understand LBO sources and uses, operating cash, debt repayment and sponsor returns.
Writing & explainers
Blog.
Articles by Aniket Thakur on Technology, Product, Auto, and Finance.
Build a Chatbot That Answers Questions About PDFs Using a Local LLM
Extract PDF text, retrieve passages and ask a local model with source references.
How to Build a Real-Time AI Voice Agent: Speech Recognition, LLM and Speech Output
Connect microphone, transcription, model responses and speech with interruption handling.
How to Build a Three-Statement Financial Model in Excel
Connect profit, balance-sheet movements and cash flow with schedules and model checks.
How to Build an AI Agent with Tool Calling and Human Approval
Create a bounded local tool loop that asks before saving a generated note.
How to Build a RAG System That Cites Its Sources
Preserve passage identifiers and validate every claim instead of trusting citation-shaped text.
How to Calculate EMI in Excel: Formula, Amortisation Schedule and Example
Build a loan payment and amortisation schedule with principal, interest and balance checks.
Car Insurance: IDV, Zero Depreciation and Engine Protection
Understand IDV, zero depreciation, engine protection, deductibles and claim checks.
Car Loan EMI Calculator: Down Payment, Rate and Tenure
Calculate car-loan EMI and see how down payment, tenure and fees change the real cost.