Experience

Analyst

Trading 212
Trading 212 • London
  • Wrote SQL queries to analyse transfer throughput, processing times and failure causes, surfacing trends that informed prioritisation changes and contributed to an 18% reduction in delays.
  • Partnered with Product team to test new customer communication flows using A/B testing and user segmentation, increasing successful transfer completions by 6%.
  • Conducted end-to-end journey mapping to identify operational friction points, reducing handling times by 5–9% depending on workflow.
  • Designed workflow changes and process documentation to support feature launches, ensuring smooth adoption across teams.
  • Implemented process monitoring dashboards, enabling real-time tracking of transfer success metrics and improved reporting efficiency.

Junior Analyst

Bosch
Bosch Group • London
  • Developed Power BI dashboards and Power Automate workflows, enabling real-time visibility and automation of customs processes, increasing efficiency by 20%.
  • Collaborated with global brokers to enhance financial accuracy and compliance, reducing fiscal discrepancies by 7% and improving cross-border financial transactions by 5.6%.
  • Streamlined customs reporting processes, cutting manual reporting time by 30%.
  • Implemented KPIs to track process efficiency and identify bottlenecks.
  • Provided training and documentation for internal teams to adopt new workflows successfully.

Business Analyst Intern

Amazon
Amazon • London
  • Proposed and designed a charitable platform to repurpose unsold products, reducing waste and aligning with CSR goals, projected savings 3% in disposal costs.
  • Leveraged data analytics to generate actionable insights, improving operational efficiency and supporting sustainable growth strategy.
  • Performed market and competitor analysis to support product development initiatives.
  • Collaborated with cross-functional teams to ensure smooth implementation of new processes.
  • Prepared reports and dashboards summarizing key operational metrics for senior management review.

Private Equity Intern

Cerberus
Cerberus Capital Management • London
  • Assisted in due diligence on potential acquisitions, analyzing financial statements and market trends.
  • Built detailed valuation models for portfolio companies.
  • Prepared investment memoranda for senior leadership review.
  • Supported monitoring of existing portfolio performance and KPI reporting.
  • Engaged in strategic planning sessions for investment strategy refinement.

References Available on Request

Methodologies & Professional Skills

Tools & Software

  • Analytics: Power BI, Stata, Excel, Tableau, Looker
  • Database: SQL, Data Analysis, BigQuery
  • Automation: Power Automate, Python scripting
  • Languages: Spanish (Conversational), Bengali (Conversational)

Techniques

  • A/B Testing & User Segmentation
  • Process Mapping & Optimization
  • Data Analytics & Statistical Analysis
  • Financial Modeling & Strategic Planning
  • Workflow Automation