Learn the work behind Data, AI & Forward Deployed Engineering
Practical explanations, career decisions and reproducible workflows. Read the reasoning, inspect the evidence and follow the next skill into a real programme.
Cab, metro or two-wheeler: an NCR commute cost worksheet
To compare a cab, the metro and a two-wheeler for an NCR commute, put four numbers for each option into one sheet: monthly cash cost, door-to-door minutes, minutes you can actually use (reading, revision, calls), and…
CA Inter to financial data analyst: audit sampling becomes SQL
Journal entry testing, vouching and ledger scrutiny are already data analysis, so the shortest route from CA Inter or articleship into a financial data analyst role is to rebuild one of them in SQL. The technical gap is…
Business analyst in Indian IT services vs product companies
In an Indian IT services company, a business analyst mostly translates a client's needs into requirement documents, user stories and acceptance criteria, then manages sign-offs and changes. In a product company, the…
Build a budget vs actual variance report for an April–March year
A budget vs actual report compares year-to-date actuals with year-to-date budget up to the last closed month, not with the full-year budget. For an April–March year, number months from April = 1, sum both sides for…
Extracting budget tables with an LLM, then proving the numbers
Language models can read a table out of a PDF in seconds, and they are occasionally wrong in ways that look perfectly plausible. This project makes that trade-off the subject. You extract the key-figures tables from PRS…
Generate a branch-wise daily sales summary for WhatsApp
A good day-end sales message fits on one phone screen: the total with Indian digit grouping, month-to-date against target alongside how much of the month has passed, each branch ranked by performance against its day…
BPO voice agent to data analyst: AHT, CSAT and FCR as evidence
A BPO voice agent can move towards data analysis by switching sides of the scorecard: instead of receiving AHT, CSAT and FCR numbers, rebuild them from raw call logs and test a question the floor argues about, such as…
Turn biometric punch logs into daily attendance with SQLite
A biometric device gives you one row per punch, not one row per day. To build daily attendance, assign each punch to a work date (moving night-shift morning punches back a day), drop double taps, take the first punch as…
BI developer role in India: models, measures and release work
A BI developer builds the data models, calculated measures and published dashboards that other people use to answer questions, and keeps them fast, correct and access-controlled. In Indian companies the title most often…
Becoming the AI person on your team: a 90-day plan
To become the AI person on your team in 90 days, do three things in order: learn exactly what your company allows, make one real workflow measurably better using only approved tools, and then teach it so others can…
Basic Pay at 30%, 40% or 50%: The Knock-On Effects
On the new regime for tax year 2026-27, moving pay between basic and other allowances does not change your tax on its own. It changes what is calculated on basic: provident fund if contributions run on full basic, the…
Banking and credit case interview questions for analysts
Banking and credit case interviews test whether you can reason about the trade-off at the heart of lending: approve more applicants and earn more interest, or approve fewer and lose less to defaults. Expect questions on…
Not sure which programme fits?
Tell us your background and we will map it to the right entry point — including saying so when a cheaper programme is the better fit. A counsellor replies within one working day.