"Opportunities are usually disguised as hard work, so most people don't recognize them" Ann Landers
Analytics Consultant
Gagalytics Data Science & Analytics
February 2019 – Dec 2020 |Europe (Sweden, London and Amsterdam)
Gagalytics Data Science & Analytics
February 2019 – Dec 2020 |Europe (Sweden, London and Amsterdam)
- Property Tool: Building a product that streamlines sourcing excellent investments in few minutes
- Arbitrage Tool: Building an automatic arbitrage tool for products sold on popular e-commerce sites
- IKEA Group Expansion: Delivered a prototype sales forecast tool that outperformed IKEA’s tool by 18%
- Automation: Developed automation script that streamlines the data migration from Clubhouse to JIRA
- Resource Management: Built and delivered a GCP webapp that helps manager plan rollout effectively
Data Engineer & Scientist
SITA Air Transport
August 2018 – April 2020 |Charlotte NC, USA
SITA Air Transport
August 2018 – April 2020 |Charlotte NC, USA
- Docker-First Data Science: Implemented a team wide adoption of DevOps best practises for CI/CD.
- Turnaround Computer Vision: Developed deep neural network model that converts video to timestamp of turnaround events that enables real time detection and alerts of any potential delays of the aeroplane.
- Geospatial Data Science: Developed a PoC passenger flow predictor tool working with product manager.
- Baggage Tracking: Implemented deep learning baggage image recognition tool that recognize, track, and recover lost baggage. The model achieved 90% accuracy and was exhibited at a Trade Show.
- Anomaly Detection: Developed product that used unsupervised algorithms to detect and explain anomalies for border security. Containerized, unit tested, and added authentication to product.
- Action Probability: Developed an analytical model that combined hit quality, match, type, severity for immigration border management to enhance anti-terrorism efforts.
- H2O: Helped develop the extraction of the explainability from the MOJOs of predictive algorithms.
- Supervision: Mentor, teach and supervise the data science and engineering team of 3 (x2 Data Scientist and x1 Data Engineer).
Data Engineer & Scientist
Carlisle & Co.
February 2017 – April 2018 |Charlotte NC, USA
Carlisle & Co.
February 2017 – April 2018 |Charlotte NC, USA
- Pricing Project: Led the development of a competitive retail pricing advantage tool, Web Scraping eCommerce websites, performing fuzzy product name and CNN image similarity.
- Tracking Solution: Developed tracking solution for 10+ million cars using Google Distance API and Tableau to visualize, and reduce damages, as well as collective bargaining opportunities.
- Collaboration: Worked with firm partners, managers and our client to design Data Science and Analytics data flow including a Fraud case study using claims data from multiple car OEMs.
- Design Analytic Solutions: Developed data science solutions in collaboration with partners.
- ETL Validation: Wrote tests to validate insertion and update of data pipeline (XML and DAT data).
Enterprise Integration Analyst
Ahold Delhaize
July 2015 – February 2017 (1 years 8 months) | Salisbury NC, USA
Ahold Delhaize
July 2015 – February 2017 (1 years 8 months) | Salisbury NC, USA
- Data Engineering: Led all the project implementation of Food Lion's first home delivery service – a multi-million-dollar revenue stream.
- Data Science Evangelist: Tasked by management in finding data science opportunities that add value.
- ETL Management: Directed the offshore dev team on multiple big data projects including MDM.
- M&A: Chosen by leadership for merger meetings with Ahold (6,600+ stores merging worldwide).
- Data Mining: Mined and analysed transactional data from 1,000+ stores for insight and root cause analysis. Resulted in the stabilization and improvement of data quality & accuracy of the retail webpage.
- Migration: Integrally involved in the seamless migration of 1,600+ ETL DataStage jobs to IBM cloud.
- Data Quality: Responsible for improving the data quality of our retail site (reporting to management).
Engineering Doctorate Researcher
University College London September 2010 – January 2015 (4 years 5 months) | London, UK
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Master Researcher
University College London September 2009 – June 2010 (10 months) | London, UK
Tutor
Lindamood-Bell Learning Processes June 2007 – September 2008 (1 year 4 months) | London, UK
Management
JloveMusic Presents June 2003 – June 2007 (4 years 1 month) | London, UK
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Assistant Coach
St Andrew's Youth Soccer Development November 2006 – January 2007 (3 months) | London, UK • Developed soccer skills, stamina, body strength, and encouraged teamwork and cooperation. |
Math Mentor
London Metropolitan University and Aimhigher November 2005 – May 2006 (7 months) | London, UK • Improved techniques for solving math problems and was awarded outstanding performance prize. |