APAI Praveen
PROJECTS · LEARN BY DOING

Projects to do

1,500 simple, solvable projects across 20 industries and 10 business functions, at three levels. No coding. Pick one, finish it, and put it in your portfolio.

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EverythingBanking & fintech 50Retail & e-commerce 50FMCG & consumer brands 50Hospitality & tourism 50Healthcare & pharma 50Real estate & construction 50Manufacturing 50Logistics & supply chain 50Education & edtech 50IT & SaaS 50Media & entertainment 50Agriculture & food 50Energy & sustainability 50Startups & entrepreneurship 50Consulting & professional services 50HR & people 50NGOs & public policy 50Sports & events 50Automobile & mobility 50Telecom 50
By functionFinance & accounting 50Marketing 50Operations & supply chain 50Strategy & consulting 50HR, OB & leadership 50Economics & public policy 50IS & digital business 50Decision sciences & analytics 50Entrepreneurship & innovation 50Communication & liberal studies 50
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50 projects match
DECISION SCIENCES & ANALYTICSBUILDER
Map the supply links of a kirana store and spot single points of failure

A kirana owner may buy most of a popular item from a single supplier, so one missed delivery can empty an entire shelf.

~3 hrs🔒 Details
DECISION SCIENCES & ANALYTICSBUILDER
Forecast next week's chai sales with moving averages and compare choices

A chai stall owner buys milk by feel, so a sudden rise or dip in sales leaves either spoilt milk or lost customers.

~3 hrs🔒 Details
DECISION SCIENCES & ANALYTICSBUILDER
Model a juice stall under three scenarios and find the break-even cups a day

A student planning a juice stall near a college gate cannot tell how many cups a day make it worth the effort.

~3 hrs🔒 Details
DECISION SCIENCES & ANALYTICSBUILDER
Find what a class group chat really talks about, week by week

A class group chat is busy, yet the class representative cannot tell whether it is mostly useful notices or noise.

~3 hrs🔒 Details
DECISION SCIENCES & ANALYTICSBUILDER
Design a fair test of two menu cards for a tiffin service

A tiffin service wants to know whether a shorter menu card gets more orders, but changing it for everyone at once makes the result unreadable.

~3 hrs🔒 Details
DECISION SCIENCES & ANALYTICSBUILDER
Decide how many umbrellas a small shop should stock before monsoon

A shop that orders too few umbrellas misses sales in a wet week, while too many sit unsold and tie up money when the rain stays away.

~3 hrs🔒 Details
DECISION SCIENCES & ANALYTICSBUILDER
Use a regret table to choose between a refundable and a cheaper fixed ticket

A student planning a trip can pay more for a refundable ticket or less for a fixed one, and exam dates may change at the last minute.

~2.5 hrs🔒 Details
DECISION SCIENCES & ANALYTICSBUILDER
Decide how many shirts and kurtas a tailor should stitch in a week

A tailor has limited hours and cloth, and each garment earns a different margin, so stitching whatever customers ask for first may waste the week.

~3 hrs🔒 Details
DECISION SCIENCES & ANALYTICSBUILDER
Create a data quality checklist for a shop's daily sales register

A shop's register is filled in by several people in a hurry, so missing entries and odd values slip in and later reports become unreliable.

~2.5 hrs🔒 Details
DECISION SCIENCES & ANALYTICSBUILDER
Build a seasonality index for a sweet shop's monthly demand

A sweet shop sells far more in festival months, so a plain yearly average misleads when ordering stock or hiring extra hands.

~3 hrs🔒 Details
DECISION SCIENCES & ANALYTICSADVANCED
Design a decision dashboard for a diagnostic lab's weekly review

A small diagnostic lab reviews turnaround, repeat tests and complaints separately, so slow reports and unhappy patients are linked only by guesswork.

~5.5 hrs🔒 Details
DECISION SCIENCES & ANALYTICSADVANCED
Allocate oven time and flour across five bakery products and defend the plan

A neighbourhood bakery has one oven and limited flour each day, and its most popular product is not always the most profitable use of either.

~5.5 hrs🔒 Details
DECISION SCIENCES & ANALYTICSADVANCED
Show how two sceptics with different starting beliefs judge the same campaign data

A marketing head believes a festive campaign works while the finance head doubts it, and both look at the same results yet argue past each other.

~5 hrs🔒 Details
DECISION SCIENCES & ANALYTICSADVANCED
Audit a raw survey and show how much its headline changes after cleaning

A raw survey often hides blanks, joke answers and double submissions that can flip its headline result without anyone noticing.

~5.5 hrs🔒 Details
DECISION SCIENCES & ANALYTICSADVANCED
Recommend whom a campus club should approach first using a contact network

A new club has limited time to spread its first event, and approaching the wrong people leaves whole circles of students unaware.

~5 hrs🔒 Details
DECISION SCIENCES & ANALYTICSADVANCED
Model a college fest budget under good, normal and bad turnout

A fest committee books artists and stalls before knowing how many students will turn up, so a rainy weekend can leave a hole in the budget.

~5.5 hrs🔒 Details
DECISION SCIENCES & ANALYTICSADVANCED
Model whether a coaching class should open a second batch

A coaching class with a full morning batch is tempted to open an evening one, but an empty batch can cost more than the extra income.

~5.5 hrs🔒 Details
DECISION SCIENCES & ANALYTICSADVANCED
Assign eight orders to three riders to cut total travel time

A small cloud kitchen hands orders to riders in the order they arrive, so riders cross the same neighbourhood several times for no reason.

~5.5 hrs🔒 Details
DECISION SCIENCES & ANALYTICSADVANCED
Decide whether a cafe owner should pay for a trial stall before opening a branch

A cafe owner can open a second branch now or first run a small trial stall, which costs money but may reveal weak demand early.

~5.5 hrs🔒 Details
DECISION SCIENCES & ANALYTICSADVANCED
Compare three simple forecasting methods on one series and recommend one

A small business can forecast by copying last week, averaging recent weeks or using seasonal patterns, and each method fails in a different way.

~5 hrs🔒 Details
DECISION SCIENCES & ANALYTICSADVANCED
Run and judge a real two-version experiment on a club reminder message

A club sends reminders before every event, but nobody knows whether a friendlier message gets more people to sign up than a plain one.

~5 hrs🔒 Details
DECISION SCIENCES & ANALYTICSADVANCED
Forecast demand for a campus cycle rental and plan how many cycles to keep

A campus cycle rental with too few cycles loses riders at peak hours, and too many tie up cash and sit idle all afternoon.

~5.5 hrs🔒 Details
DECISION SCIENCES & ANALYTICSADVANCED
Decide whether to trust a payment fraud alert rule using base rates

A fraud rule that catches most bad payments sounds excellent, yet if bad payments are rare it may flood customers with false alarms.

~5.5 hrs🔒 Details
DECISION SCIENCES & ANALYTICSADVANCED
Trace how a supplier failure ripples through a snack maker's supply network

A snack maker depends on oil, packaging and spice suppliers, and one failure can quietly stop several product lines at once.

~5.5 hrs🔒 Details