Hello, I'm

Nicky Ng

Data professional focused on building robust data products.
I care about going deep, and delivering products that business teams can actually rely on.

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About

I started in operations and partnerships, where I learned that the most valuable skill isn't technical. It's understanding the right business questions and delivering what works. Statistics, coding & AI became the tools for me to do that at scale.

The work I'm most proud of started with a problem worth solving and ended with something others relied on.

Experience

2024 — Present

Data Engineer & Product Delivery Lead

Cushman & Wakefield — Standard Chartered Bank Account

Building data pipelines and analytics products for Standard Chartered's Corporate Real Estate team. Leading product delivery across two squads: Frontier (space optimisation) and Mosaic — an executive-facing suite of landing pages surfacing horizontal metrics across portfolio, attendance, profit and loss, projects, asset management, and employee sentiment, designed for C-suite, region heads, and country heads to monitor and deep-dive by domain.

Invited speaker at the Dataiku Summit Singapore 2025 on the team's data governance initiative. Winner of the Dataiku Frontrunner Award 2025 for Best Evaluation & Safety Program.

2021 — 2023

Data Analyst

DBS Bank

Supported Singapore Consumer Banking Operations with ETL, NLP, and automation work. Built an end-to-end multi-class classification model that reduced approximately 6 FTE-hours of manual review monthly.

2016 — 2021

Partnerships & Marketing

The IRONMAN Group

Grew from Executive to Manager over five years, managing commercial partnerships for the Standard Chartered Singapore Marathon (SCSM) and regional events. Took on a secondary role as Asia's Business Intelligence representative, leading the transition to CRM and data reporting tools.

Initiated and led the SCSM 2020 Virtual Run during the pandemic period. Recipient of the Singapore Tourism Board (STB) Outstanding Leisure Event award in 2021.

2017 — 2019

Co-Founder — Marketing & Sales

PEASE (Printatease)

Co-founded a print and merchandise business from scratch with one partner and a friend-investor. Built the client base through direct outreach, landing partnerships with some of Singapore's largest mass participation events — including the Standard Chartered Singapore Marathon, Great Eastern Women Run, Super League Triathlon, and Sundown Marathon. Named an official sponsor of the Yellow Ribbon Run 2018. Wound down in 2020.

2013 — 2015

Co-Founder — Sales & Events

Tre Regno Entertainment

Launched a corporate events business with two partners, building a client roster of 30+ organisations within two years. Primarily focused on corporate dinners and galas, with select work on larger-scale activations — including expo experiences for Tata Consultancy Services and RICH's Corporation. Transitioned ownership to partners in 2015.

Values

I care about progress over perfection. Focusing on iteration speed, learning from mistakes, and delivering work that compounds.