Detailed Professional Experience
Comprehensive technical background with detailed project implementations, methodologies, and impact across academia and industry
AI Researcher
Remote, UK
Sep 2023 - Present • 2+ years
CLARA: Corporate Litigation Research Assistant
Co-created an autonomous agent to support corporate litigation and accountability research by searching a knowledge base of 1.2 million+ pages oflitigation-relevant archival documents.
Infrastructure & Deployment
- • Automated AWS-based deployments (ECR, ECS, Lambda)
- • GitHub Actions CI/CD pipeline
- • Streamlit app for usage stats monitoring
Data Pipeline
- • SageMaker for data processing
- • Dagster for data pipeline orchestration
- • ETL for chatbot data analysis
Applied Data Scientist
London, UK
May 2025 - Oct 2025 • 6 months
Analytics & AI Solutions
Part of the Core Analytics Group, applying data analytics and AI to drive insights across people, culture, and organisational health.
Key Responsibilities
- • Worked with people, talent, performance & evaluation data
- • Built secure, permission-aware data tables to support reporting
- • MVP of 2 specialized AI agents with AI Studio
PLX Ecosystem & Tools
Principal Data Scientist
London, UK
Feb 2022 - May 2025 • 3+ years
Enterprise Data Transformation
Served as the lead data science & analytics advisor to the firm, engaging with C-suite leadership to drive data-driven decision-making. Delivered the firm's first business operations KPIs report by capturing key KPIs across all functions.
Cloud Infrastructure & Data Migration
- • Led SSRS to Power BI migration
- • SQL Server to Azure Synapse cloud migration
- • Single source of truth establishment
- • 70% reduction in report redundancy
Data Democratization & Self-Serve
- • Led Data Center of Excellence
- • Self-serve analytics implementation
- • Increased adoption of centralised reporting
- • Cross-department data integration
Technical Leadership
- • C-suite stakeholder engagement
- • Data strategy development
- • Line management & mentoring
- • Vendor & API integration
Analytics & Insights
- • Cerfied data models across 10+ functions
- • Client segmentation (RFM)
- • Time forecasting & ML exploration
- • Data governance automation
Cross-Department Data Integration
People & HR
- • Talent, performance, evaluation data
- • Attrition & headcount analytics
- • Gallagher system integration
Finance & Legal
- • Billing, debtors, cash receipts
- • Legal matters data
- • Matter partner analytics
Business Development
- • Client segmentation & retention
- • Marketing analytics framework
- • HubSpot & GA4 integration
Teaching Assistant
London, UK
Oct 2021 - Feb 2025 • 3+ years (part-time)
Academic Support & Teaching
Supported teaching and marking in MSc Business Analytics modules at UCL School of Management, working with academic module leads through delivery of small group teaching and coursework assessment.
Teaching Responsibilities
- • Seminar/workshop facilitation
- • Weekly office hours
- • Coursework assessment & marking
- • Student feedback provision
Module Support
- • Marketing Analytics
- • Data Engineering
- • Programming with Python
- • Predictive Analytics
Data Analyst
London, UK
Jun 2021 - Nov 2021 • 6 months
Claims Analysis & Process Automation
Focused on claims analysis and provided insights reports requested by clients upon analyzing data received via several insurance companies. Automated manual analysis processes using Python tools.
Key Achievements
- • 50% reduction in report generation time
- • Automated manual analysis processes
- • Large insurance dataset manipulation
- • Client insights report generation
Technologies Used
- • Microsoft Excel (VLOOKUP, Pivots, Macros)
- • Python (Pandas, PyExcel)
- • Data manipulation & cause-mapping
- • Cross-insurance company data analysis
