Aishah Anifowoshe — Portfolio

Projects

Certified

Self-directed project

Supply Chain Optimization with SAP Business AI

Business AI Associate · AI / ML · October 2026

96/ 100

A ProoV case study · educational project, not employment

Built a tightly scoped supply-chain rescue plan for a German manufacturer: identified the true bottleneck as a single-sourced critical component with roughly two weeks of cover, designed a Joule-style copilot that recommends the next best action with human approval guardrails, and quantified a conservative payback from days recovered plus avoided expedite cost. The board pitch was crisp and decision-oriented, ending in a specific 2-person, 60-day pilot ask with a measurable success target.

Graded against

Problem framing & business sense30%
Business-AI solution design & guardrails30%
ROI and decision quality25%
Executive communication15%

Passed · pass mark 60/100

What stood out6

Correctly rejected the decoy port delay and focused on the single-sourced component that actually threatens the line
Defined a practical copilot output: a drafted PO or reroute for human approval, plus a ranked alert and explicit never-do line
Applied the autonomy boundary well, especially by escalating high-value, irreversible actions like air freight and new-supplier moves
Made the board ask specific and bounded: a 2-person, 60-day pilot with success defined as detection-to-mitigation under 1 day
Leakage-Free Problem Diagnosis
Human-in-the-Loop Copilot Design

The work I submitted19 tasks

11 tasks · 7.7k characters · 8 written answers · 615 words

SAP Brand Sentiment Pre182 characters
Trust Pledge135 characters
Diagnose Break300 characters
Problem Statement1.2k characters
Copilot Spec860 characters
Guardrails Sort1.3k characters
ROI Payback555 characters
India Transfer569 characters
Board Pitch1.7k characters
Teach Back813 characters
SAP Brand Sentiment Post188 characters
SAP Brand Sentiment Pre14 words
Trust Pledge20 words
Diagnose Break23 words
Problem Statement180 words
Copilot Spec124 words
Guardrails Sort127 words
ROI Payback56 words
India Transfer71 words

Summarised on purpose — the submitted code and writing stay private so this page cannot be reused as an answer key. The full submission sits behind the verified certificate.

Verified certificateTamper-proof · issued by ProoV

Certified

Self-directed project

Business & Sponsorships — The FC Barcelona Case

Data Science · September 2026

84/ 100

A ProoV case study · educational project, not employment

Built an end-to-end commercial sponsorship case for FC Barcelona: analyzed revenue mix, selected Asia-Pacific as the target segment, assembled a €3.0M asset package, and evaluated ElectraX with a performance-weighted recommendation. The final memo is data-backed, acknowledges the 40pp KPI shortfall, and explains the commercial logic and caveats clearly for a non-technical stakeholder.

Graded against

Business reasoning & decision quality35%
Correct use of data25%
Frameworks applied20%
Communication & structure20%

Passed · pass mark 55/100

What stood out6

Correctly identified Commercial as the controllable revenue lever and tied the 12% growth target to the club’s own commercial stream.
Used the Asia-Pacific segment consistently, grounding the recommendation in the saved fan count of 10 and its high engagement.
Built a coherent €3.0M package and a performance-weighted ElectraX recommendation that explicitly addressed the 40pp KPI shortfall.
Flagged the underperforming content-reach KPI and proposed a concrete make-good / recovery approach in the negotiation messaging.
Leakage-Free Segment Selection
Framework-Based Commercial Reasoning

The work I submitted20 tasks

12 tasks · 13 lines · Python · 8 written answers · 356 words

Revenue Mix Compute521 characters
Revenue MixPython · 1.3k characters
Fan SegmentationPython · 1.0k characters
Package Builder638 characters
Coach Usage72 characters
KPI ScorecardPython · 712 characters
Intern Draft Review158 characters
Defence Questions453 characters
Spoken Defence2 lines
Inbox Responses2.0k characters
Mid Season Performance Summary1.2k characters
Final Recommendation2.1k characters
Revenue Mix Compute40 words
Revenue Mix101 words
Fan Segmentation53 words
Package Builder41 words
Coach Usage3 words
KPI Scorecard50 words
Intern Draft Review1 word
Defence Questions67 words

Summarised on purpose — the submitted code and writing stay private so this page cannot be reused as an answer key. The full submission sits behind the verified certificate.

Verified certificateTamper-proof · issued by ProoV

Certified

Self-directed project

Business Analytics Sprint

Data Science · August 2026

91/ 100

A ProoV case study · educational project, not employment

Built an end-to-end profit-paradox analysis: framed hypotheses and KPI drivers, audited the data, wrote correct SQL for category and regional margin analysis, isolated the main profit leaks through a Pareto-style root-cause view, and produced a recovery forecast with board-ready recommendations. The work shows strong business reasoning, solid SQL execution, and clear executive communication.

Graded against

Problem Framing & Hypotheses10%
Data Analysis & SQL30%
Root-Cause & Forecasting25%
Dashboard & Visualization15%
Executive Communication & Strategy20%

Passed · pass mark 60/100

What stood out6

Correctly computed category margin as (revenue − cost) / revenue and ordered categories by margin in SQL.
Used a proper join to bring regional discount context into the margin analysis.
Identified the main deterioration drivers in the right order: raw-material inflation, logistics inefficiency, and discounting.
Translated the analysis into a prioritised recommendation memo with impact and effort framing.
Structured Hypothesis Formation
Leakage-Free Business Diagnosis

The work I submitted20 tasks

12 tasks · 6.8k characters · 8 written answers · 197 words

Hypothesis Sheet365 characters
KPI Driver Map174 characters
Data Audit100 characters
Week1 Update768 characters
Sql Category Profit301 characters
Sql Region Join369 characters
Root Causes158 characters
Forecast279 characters
Recommendations1.4k characters
Boardroom Deck622 characters
Stakeholder Qa827 characters
Bosch Real Case Study1.5k characters
Hypothesis Sheet25 words
KPI Driver Map1 word
Data Audit4 words
Week1 Update107 words
Sql Category Profit17 words
Sql Region Join32 words
Root Causes5 words
Forecast6 words

Summarised on purpose — the submitted code and writing stay private so this page cannot be reused as an answer key. The full submission sits behind the verified certificate.

Verified certificateTamper-proof · issued by ProoV