I’m Eugene, an aspiring analyst in the realm of motorsport, with an interest in the entire path from a messy dataset to a useful decision.
I’m not a Formula 1 analyst yet, and I won’t pretend to be. What I have done since 2020 is the job underneath it: take a system that’s supposed to be working, find where it’s losing time or money, and prove it with the data.
At 5CA that meant lining up backend databases, behavioural logs, timestamps and geolocation until a fraudulent claim had nowhere left to stand. At SeaQuest it meant more than 1,000 vessels in one clean database, kept current every month. At Rectitude it means about 20 delivery loads a week, sequenced without direct supervision.
I hold AWS Cloud Practitioner and Google Project Management certifications, and I’ve trained in the basics of SQL and Python through AWS re/Start. I know they’re basics. The Pit Wall on this site takes a real qualifying lap apart, and that’s the work I’m building towards.
Eugene KamSingapore
Marine Insurance Data Administrator/Analyst, June 2020 to January 2022, Malaysia
I pulled vessel records from an international pool of historical data into a new Excel database, so the firm could forecast insurability through a risk-averse lens, and I kept it current every month, region by region.
I also ran the flow of financial records, ensuring regulatory standard.
Customer Support Specialist, October 2023 to October 2024, Malaysia
Player support in English and Mandarin on a top-2 global gaming platform. Peak holiday season brought a 10× surge in tickets, and the numbers held.
The part I enjoy the most was the backend analysis part. All the cross-referencing backend databases, behavioural logs, timestamps and geolocation stopped fraudulent pay-outs and helped protect an estimated USD 250k in digital assets.
I also spotted recurring bugs and case patterns in Zendesk and Salesforce histories and escalated them with clear details, cutting escalation time by about 30%.
Freelance game tester
Tested the gaming experience of shipped games and documented its defects.
Operations & Growth Strategist, December 2024 to December 2025, Greater Kuala Lumpur
On the founding R&D team I co-developed a proprietary ice cream base built around locally sourced, premium-grade bird’s nest, made for mainstream tastes and as a healthier dessert. It became the brand’s primary revenue driver.
I also handled customer feedback and complaints and turned them into menu improvements, and I diagnosed and fixed a recurring POS printing fault by aligning the front- and back-kitchen printer settings, so orders stayed accurate at peak hours.
Startup launch
Sold out half of the launch inventory within two months.
Sales and Operations Coordinator, June 2026 to now, Singapore
I’m the sole coordination point between the main office and four retail outlets across the island, managing procurement and distribution of pavements and cement, sourced locally and from a neighbouring country. Loads run inbound and outbound between two primary suppliers and multiple clients, sequenced without direct supervision.
Orders run through AutoCount, and the paperwork is audit-ready with clear authorisation trails, aligned to the reporting standards of a NASDAQ-listed company, and I unified item codes across the system so the inventory figures stayed accurate.
| Certified | AWS Certified Cloud Practitioner Google Project Management: Specialization |
|---|---|
| Trained | SQL and Python basics, AWS re/Start |
| Tools | Excel databases, AutoCount, POS systems |
| Disciplines | Procurement, sales operations, data administration, investigations, project coordination |
| Languages | English, Mandarin, Malay and Cantonese |
| Currently in | Singapore |
| Schooled | Methodist Boys’ Secondary School, Kuala Lumpur |
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