Cofounder
slothdrop & illo
Developed AI content creation agent for small businesses without dedicated social media managers.
Engineered a near real-time data pipeline pulling exchange rates into a data warehouse, enabling better pricing strategies and optimising profit margins for cross-border transactions.
Built an ecommerce Analytics Dashboard with critical KPIs including financial performance, geographic distribution, and buyer behaviour patterns, revealing actionable sales insights
keywords: GCP, OpenAI Vision API, Instagram API, Tableau
April 2024 - October 2024
Senior Data Engineering Consultant
Infinity Works, Accenture
Senior Engineer
Led and implemented platform improvements that enabled higher scalability and resulted in $5k+ monthly cost savings
Led a small team on Snowflake migration project for a major UK bank
Automated the CI/CD making the process of building data assets quicker and more reliable
Introduced testing to the client and evangelised good practices (peer reviews, version control)
Delivered proof of concepts: near real time ELT to Data Vault, Data Visualisation web app with Streamlit
tech: Snowflake, dbt, Jenkins
Lead Instructor
Lead instructor for a 3-month data engineering bootcamp
Trained, coached and mentored 20 career changers on their transition to tech
Acted as a Tech Lead and Product Owner during the 5 weeks final project where each of the 4 squads successfully delivered an end to end data pipeline on AWS
tech: AWS, Python, SQL, Cloudformation, Docker, github Actions
June 2022 - January 2024
Data Engineering Consultant
Infinity Works, Accenture
Built, tested, and deployed an ETL pipeline, enabling reporting for a nation-wide health programme
Contributed production-level code to the serverless system built on AWS
Collaborated with Cloud Architects and Business Analysts to ensure accurate reporting.
Built a range of statistical reports using Tableau
Onboarded and trained junior developers
tech: python, terraform, AWS (lambda, s3, state machines, dynamodb, athena, glue), gitlab CI/CD
June 2021 - June 2022
Data Scientist
NatWest
Used PySpark to engineer big data features for the AML model with an estimated benefit of £566k per annum.
Delivered automated Model performance validation process, introducing CI/CD tools and DevOps practices in the Data Science Team.
Developed Python packages that help to get insights from data quicker. Automated Word documents analysis & NLP data pipelines.
Orchestrated processes in development environment configuration (AWS EC2 bootstrapping), achieving significant time savings and 50% cost reduction.
tech: python, PySpark, SQL, git, bash, AWS, data science, machine learning, big data, DevOps
September 2019 - June 2021
Data Analyst
Vocalink, a Mastercard company
Provided effective data analytics by extracting, querying and visualising data, guiding Procurement Team to achieve £5m cost savings.
Optimised the procedures within data analytics, reducing time spent on monthly updates by 90% and increased data integrity.
Proposed a structured plan on automating the MI & Reporting Model across wider Mastercard Group and wrote a Python script automating high volume data analysis (>200k rows).
June 2017 - August 2018