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.
Data analyst fresher resume: a full annotated example
A data analyst fresher resume should fit on one page and lead with a two-line summary, then two or three projects written like work experience (question, method, tools, result, link), then skills grouped by tool, then…
Dairy milk procurement: fat, SNF and price per litre by centre
To compare milk collection centres, weight fat and SNF by the quantity of milk poured, not by the number of farmers, and compare procurement cost per kilogram of milk solids as well as per litre. Price per litre mostly…
DA, DS or FDE: a decision tree by background and weekly hours
Choose DA, DS or FDE by answering three questions in order: what work you want to do most days, how many hours a week you can truly protect for the next six months, and what you already know. Data Analyst suits people…
Customer support to GenAI: build an evaluated ticket-triage assistant
Customer support staff are well placed to move into generative AI work around support automation because they already own what these systems depend on: ticket categories, macros, knowledge-base articles and escalation…
CTC Just Above ₹12.75 Lakh: How Marginal Relief Sets Your In-Hand
In the new tax regime for tax year 2026-27, a salary of ₹12,75,000 carries no income tax. Just above that level, marginal relief caps the tax at the amount by which your income crosses ₹12,00,000. The 4% cess is then…
CTC Items You Will Never Receive as Monthly Cash
A CTC figure is the employer's total cost, and several of its lines never arrive in your bank account as salary. Sort every line into six groups: monthly cash, money credited to your EPF account, pension contributions…
Credit risk analyst role: roll rates, vintages and policy rules
A credit risk analyst in an Indian bank, NBFC or fintech lender measures how loan portfolios perform, finds where losses are coming from and recommends changes to lending policy, such as score cut-offs, income rules or…
Credit card roll rates: build the delinquency transition matrix
A credit card roll rate is the percentage of accounts (or outstanding balance) in one days-past-due bucket that move to the next worse bucket one month later. You get it by pairing every card's bucket this month with…
Audit the gaps in Delhi's air monitors before you trust an average
Before anyone quotes a monthly pollution average for Delhi, somebody should ask how many readings are missing and whether they are missing at random. This project answers that question for Delhi's continuous ambient air…
Turn CPCB's daily AQI bulletin PDFs into a clean NCR dataset
CPCB publishes a national air quality bulletin every day as a PDF. This project turns a run of those PDFs into one tidy table of city, date, AQI, category, prominent pollutant and station coverage, then uses it to track…
Counter-Offer Scripts With the Numbers Already Worked Out
A counter-offer works best as one specific rupee figure, tied to one component, with a reason the other side can repeat to whoever approves it. Before you send it, work out what that figure is worth to you after tax and…
Contract and third-party payroll data roles: questions to ask
In a third-party payroll role, you work at a client company, often at its office and on its projects, but your employer is a staffing or IT services vendor that pays your salary, deducts your PF and issues your letters.…
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.