A collection of job simulations completed via Forage, gaining hands-on experience with real-world data tasks from leading companies.
Completed: May 2, 2026
Tasks completed:
- Data Aggregation & Analysis – Used Excel formulas (SUMPRODUCT, COUNTIFS) to extract insights from 50,000+ supermarket transactions
- Data Anonymisation – Anonymised a customer dataset by removing/masking PII while preserving analytical value
- Propose Data Analysis Approaches – Proposed ways to extract business insights from Twitter/social media data
- Designing a Database – Designed a relational database schema with tables, primary keys and foreign key relationships
Skills: Excel · Data Analysis · Data Privacy · Database Design · SQL concepts
Completed: May 1, 2026
Tasks completed:
- Data Extraction & Initial Analysis – Extracted and interpreted financial data from 10-K and 10-Q reports
- AI-Powered Financial Chatbot – Built a rule-based chatbot in Python using pandas to deliver financial insights
Skills: Python · pandas · Generative AI · Financial Analysis · NLP concepts
Completed: April 30, 2026
Tasks completed:
- Data Analysis – Used Excel to classify data and draw business conclusions
- Forensic Technology – Applied data analytics techniques in a forensic context
- Dashboard Creation – Built an interactive data dashboard using Tableau
Skills: Excel · Tableau · Data Analytics · Forensic Technology · Business Intelligence
| Skill | Tools/Technologies |
|---|---|
| Data Analysis | Excel, pandas, Python |
| Data Visualisation | Tableau |
| Database Design | SQL concepts, ERD |
| AI & GenAI | Python, Chatbot development |
| Data Privacy | Anonymisation techniques |
All simulations completed via Forage — verified industry job simulations.