Detail-oriented Data Analyst with a solid background in statistics, data visualization, and tools such as Python, SQL, Excel, and Power BI. Skilled at cleaning, analyzing, and interpreting complex datasets to uncover trends and deliver actionable business insights. Proven ability to support strategic decisions across domains including HR, marketing, and operations through compelling dashboards and data storytelling.
Experience
InstructIQ
Feb 2025 – Mar 2025
Virtual
Data Science Intern
• Forecasted bike-sharing demand using time-series regression on 10,000+ rows of historical data.
• Built an advanced loan approval classifier leveraging ensemble methods and feature engineering to improve
prediction accuracy.
• Implemented Parameter-Efficient Fine-Tuning (PEFT) techniques for abstractive text summarization using
transformer-based models.
• Strengthened skills in Python, machine learning, and deep learning through practical, project-based learning.
Goldman Sachs
Oct 2024 – Dec 2024
Virtual
Excel Skills for Business Job Simulation on Forage
• Acquired proficient command of Excel functionalities and data analysis techniques, including data cleansing, and
manipulation, and conditional formatting techniques.
• Acquired proficiency in automation by learning to record macros and script in Visual Basic for Applications (VBA),
developing two functional macros integrated with buttons using account sales data.
• Gained expertise in data visualization and storytelling using Excel and PowerPoint by creating impactful charts
and interactive dashboards.
PwC Switzerland
Sep 2024 – Dec 2024
Virtual
Power BI Job Simulation on Forage
• Completed a job simulation focused on strengthening Power BI skills to better understand client needs and data
visualization requirements.
• Demonstrated expertise in data visualization through the creation of Power BI dashboards that effectively
conveyed KPIs, showcasing the ability to respond to client requests with well-designed solutions.
• Strong communication skills reflected in the concise and informative email communication with engagement
partners, delivering valuable insights and actionable suggestions based on data analysis.
• Leveraged analytical problem-solving skills to examine HR data, particularly focusing on gender-related KPIs, and
identified root causes for gender balance issues at the executive management level, highlighting a commitment
to data-driven decision-making.
BRITISH AIRWAYS
Aug 2024 – Sep 2024
Virtual
Data Science Job Simulation on Forage
• Completed a simulation focusing on how data science is a critical component of British Airways success.
• Scraped and analysed customer review data to uncover findings.
• Built a predictive model to understand factors that influence buying behavior.
Tata
Aug 2024 – Sep 2024
Virtual
Data Visualisation: Empowering Business with Effective Insights Job Simulation on Forage
• Completed a simulation involving creating data visualizations for Tata Consultancy Services.
• Prepared questions for a meeting with client senior leadership.
• Created visuals for data analysis to assist executives in making effective decisions.
Accenture North America
Aug 2024 – Sep 2024
Virtual
Data Analytics and Visualization Job Simulation on Forage
• Completed a simulation focused on advising a hypothetical social media client as a Data Analyst at Accenture.
• Cleaned, modeled and analyzed 7 datasets to uncover insights into content trends to inform strategic decisions.
• Prepared a PowerPoint deck and video presentation to communicate key insights for the client and internal
stakeholders.