Professional Experience

Building data-driven solutions across consulting, tech giants, and academia

Career Journey

Professional Experience

Building data-driven solutions across consulting, tech giants, and academia

2026
ERM

AI Solutions Manager

ERM • London, UK

Jan 2026 - Present

End-to-End AI Delivery & Enablement

Sole end-to-end owner of ERM's AI & Automation applications — product design, full-stack development, cloud infrastructure, CI/CD, and adoption. Translate frontline workflows into production AI, choosing build/buy/configure across custom Streamlit/Claude/Copilot and n8n so every employee has the right AI in their hands.

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Shipped In-House
  • 6 AI + automation tools live at ERM URLs
  • Two-agent system for ERM's Impact Assessment AI (Docling + clustering + ~100 per-section skills)
  • Few-shot document extraction with source verification
  • Agentic requirements-gathering flow, calc-QA engine, threaded scraper
Platform & Governance
  • AWS CDK, ECS Fargate, ALB, CloudFront — provisioned and owned
  • Own ERM's n8n Cloud instance as a governed low-code layer
  • Git-based source control (GitHub), SSO, audit logging to IT/security standards
  • Adoption: demos, roadshows, L2 support — collapsing months to minutes
Full-Stack AI AWS (CDK / ECS / ALB / CloudFront) Agentic Systems n8n Streamlit Claude / Copilot CI/CD
2023
Oxford

Consultant (Data & AI)

University of Oxford • 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 of litigation-relevant archival documents.

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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
AWS Docker CI/CD GraphRAG LLMs ECS ECR Lambda DynamoDB CloudWatch Route53
2025
DeepMind

Applied Data Scientist

Google DeepMind • 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.

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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
  • PLX Scripts
  • PLX Workflows
  • GoogleSQL & F1 Query
PLX Scripts PLX Workflows PLX Dashboards GoogleSQL F1 Query
2022
Mishcon

Principal Data Scientist

Mishcon de Reya • London, UK

Lead Analytics Advisor

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.

70%

Report Reduction

10+

Certified Models

20%

Self-Serve Adoption

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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
  • Certified 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
Power BI Azure Synapse SQL Server Azure Data Factory Power Apps Power Automate
2019
UCL

Teaching Assistant

UCL School of Management • 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.

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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
Marketing Analytics Data Engineering Python Predictive Analytics
Marsh

Data Analyst

Marsh • 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.

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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
Python Pandas Excel Data Analysis