Uncover Hidden Cash Leakage in Growing Retail Operations

Uncover Hidden Cash Leakage in Growing Retail OperationsUncover Hidden Cash Leakage in Growing Retail Operations

The network for creativity

Join 1.25M professional creatives like you

Connect with clients, get discovered, and run your business 100% commission-free

Creatives on Contra have earned over $150M and we are just getting started

Back to feedPost

Muhamad Reva Riza Akbar

• Jun 22

A company can be profitable on paper and still run out of cash. This business investigation explored why a growing retail operation faced recurring liquidity pressure despite healthy revenue and margins. By tracing transaction flows, receivable behavior, operational spending, and reporting gaps, hidden cash leakage patterns were uncovered that traditional financial reporting failed to reveal. The outcome was not another dashboard. It was a clearer understanding of where money was being trapped, why decisions were being made on incomplete information, and how operational visibility could unlock significant working capital.

Business Analysis Business Strategy Data Analysis GitHub Microsoft Excel

Matthew Sweeting

• Jul 8

This is a data cleansing project.

Data Analysis Data Entry Excel VBA

Erin Riggers

pro

• Jul 9

Show us the raw data! 😄

Akshita Bhardwaj

• Jul 9

Sign Language Recognition

Description: Real-time sign language recognition system using MediaPipe, OpenCV and Machine Learning for gesture detection.

Completed work

Data Analysis Translation Web Design Git Python OpenCV

Kethleen Holthausen Bruno

• Jul 9

English below 🇧🇷 Portfolio não é "versão final". Remontei o meu: visual mais UI friendly, refiz estrutura, publiquei no GitHub. Mas a mudança mais importante é porque não estava confortável mantendo projetos que eu tinha que "reescrever a origem" pra poder mostrar. Tinha cases que redesenhei visual, mudei labels, mudei contexto pra não expor NDA. Mas aquilo me incomodava... se eu precisava mascarar tanto sobre um projeto pra poder mostrá-lo, é porque não deveria estar mostrando mesmo. Removi esses cases e o portfolio ficou consideravelmente menor, menos "impressionante". Mas agora quando falo sobre meu trabalho é sem carregar culpa. E fiquei super satisfeita com o resultado "final" (entre aspas porque é para ser atualizado sempre rsrs). O link está nos comentários. ------------------------------------------------------------------------------------ 🇺🇸 A portfolio isn’t a “final version.” I revamped mine: made the design more UI-friendly, restructured it, and published it on GitHub. But the most important change is that I wasn’t comfortable keeping projects where I had to “rewrite the source code” just to be able to show them. There were cases where I redesigned the visuals, changed labels, and altered the context to avoid breaching NDAs. But that bothered me… if I had to mask so much about a project just to be able to show it, then I probably shouldn’t be showing it at all. I removed those cases, and the portfolio became considerably smaller, less “impressive.” But now, when I talk about my work, I do so without feeling guilty. And I’m really happy with the “final” result (in quotes because it’s meant to be updated all the time, lol). The link is in the comments.