May 2024 – Present · 1 yr 10 mos

• beehiiv empowers you to create, monetize, and grow your newsletter with an all-in-one publishing suite.
• (right team, great product, crazy execution)

Jan 2024 – Present · 2 yrs 2 mos

• Get the weekly newsletter to help you learn from startup mistakes and become a better founder.
• Every Sunday, we analyse and share:
• 1 failed startup ☠️
• 2 costly mistakes made ⚠️
• 3 lessons learned for founders 🧠
• 90% of startups fail because founders made mistakes. Don't be one of them.
• Subscribe for free here 👉🏻 www.therunway.ventures

Jul 2023 – Feb 2024 · 7 mos · Singapore

• Get AI insights from data in seconds and make informed decisions 10x faster.
• 1. Upload your data
• 2. Ask questions
• 3. Get actionable insights
• That's it.
• ❌ No more formulas
• ❌ No more pivot table
• ❌ No more learning how to code
• ❌ No more waiting for your reports
• ✅ Just ask.
• Sign up for free here 👉🏻 chatted.ai
• ... and start chatting today 🧠

Jun 2023 – Present · 2 yrs 9 mos · Singapore

• X10 Media, a regional influencer agency established over 7 years ago before Influencer Marketing became part of the mainstay, holds a network of over 3,000 Influencers with a combined 30 million network reach in Singapore, Malaysia & Indonesia.
• The agency has served over 1,000 brands including Pepsi, Singtel, Capitaland, LVMH, Warner Music, Owndays, Casetify among others.
• With its proprietary Leadgram technology and data-driven insights, X10 Media empowers brands to achieve exceptional results through influencer campaigns.
• X10 media currently owns 3 business units — Faves, X10 Ventures & TheSpokenTribe, that span regionally across 3 countries in Singapore, Malaysia & Indonesia.
• 🌏 Faves (micro-influencer marketing arm) runs a combined network of 10 million reach in Singapore, Malaysia & Indonesia.
• 🌏 X10 Ventures (technology arm) empowers brands with our proprietary technology.
• Leadgram was launched as a first-of-its-kind software in Asia to deepen social media campaign ROI & sales/traffic conversions for brands & companies.
• We retarget consumers that engages on influencers/brand content to create conversations leading to higher call to actions.
• 🌏 The Spoken Tribe (LinkedIn marketing arm) brings professional voices to endorse companies and brands through the word-of-mouth recommendations.
• 👉🏻 With a commitment to excellence and innovation, X10 Media continues to drive impactful influencer marketing solutions for brands. Visit www.x10.media to learn more.

Jan 2023 – Dec 2023 · 11 mos

• Making videos focusing on data science, programming, and tech stuff in general.
• 👉🏻 Link to channel: youtube.com/@admond1994

Oct 2021 – Jul 2023 · 1 yr 9 mos · Singapore

• At Staq, we are building the universal API to help fintech companies securely access financial data from SMEs in a quick and easy way across Southeast Asia.
• We are reimagining the technical infrastructure to drive financial inclusion for businesses in Southeast Asia.
• Our mission is to empower you to build amazing financial products for businesses with more visibility and informed decisions.
• With Staq:
• You can easily and securely access financial data from businesses for SME lending, user identity verification, compliance and KYC etc.
• Businesses can instantly share their data instead of sifting through tedious UX from multiple banks to extract bank statements.
• Headquartered in Singapore, Staq is backed by Entrepreneur First, the leading startup incubator in the world.

Jul 2021 – Dec 2022 · 1 yr 5 mos · Singapore

• Entrepreneur First is the place where the ambitious come together to build globally important technology companies.

Aug 2020 – Mar 2021 · 7 mos · Singapore

• Making data science accessible to everyone through education.
• Delivered and taught data science courses (DS101 & DS102) for public and corporates with the overall satisfaction score of more than 9/10.
• Created a new curriculum (Data Storytelling) and enhanced existing curriculum that is of highest quality and industry relevance by working closely with the Academy Team at a fast‑paced startup environment.
• Successfully hired instructors and teaching assistants with relevant experience and culture fit with the company within a short period of time.

Jan 2019 – Jul 2020 · 1 yr 6 mos

• KDnuggets™ is a leading site on AI, Analytics, Big Data, Data Mining, Data Science, and Machine Learning.
• Top Blogger in April 2019 (Silver Badge) - How To Go Into Data Science: Ultimate Q&A for Aspiring Data Scientists with Serious Guides
• Top Blogger in July 2019 (Platinum Badge) - Top 13 Skills To Become a Rockstar Data Scientist
• Top Blogger in July 2019 (Silver Badge) - Top 10 Data Science Leaders You Should Follow

Oct 2018 – May 2020 · 1 yr 7 mos · Singapore

• Contributing to the data science community with my experience and knowledge

Sep 2018 – Present · 7 yrs 6 mos · Singapore

• On a mission to make data science accessible to everyone through consulting & corporate training.
• Data science consulting and analytics services for startups, SMEs, and marketing agencies.
• ✅ Previous projects include:
• AI & marketing consulting
• Web analytics & data visualisation
• Web scraping & marketing analytics
• Crypto price prediction model using deep learning with millions of sentiment data points
• ✅ Corporate & Institutional Training (Data Science / Analytics):
• SPH, DBS, MINDEF, Singtel, NTU, NUS, UTAR, Decoded
• ▶️ Learn more at www.admondlee.com

Sep 2018 – Aug 2020 · 1 yr 11 mos · Singapore

• Smart Manufacturing & AI
• Improved the speed of SQL data query from Teradata and data retrieval from MongoDB by more than 80%.
• Developed Clustering and Decision Tree models using Python with PCA in collaboration with external vendors and various stakeholders.
• Productionised the machine learning models into business processes that provided end‑to‑end data science solution to users with data visualisation; improved overlay related yield gains by 27% that resulted in the ROI of more than $4M.
• Led a team of data engineers and machine learning engineers to develop a standardised and scalable analytics pipeline as IoT solution using PySpark; reduced future development time significantly and completed the running of 700 analytics models within 6 minutes.

Jun 2018 – Sep 2018 · 3 mos · Singapore

• Focused on Artificial Intelligence in human behavior imitation to enhance the current automation system
• Understood business objectives; performed data mining and Extract, Transform and Load (ETL) automation
• Built an Advanced Betting Machine via machine learning models (XGBoost) using Python which exceeded the company’s profit margins

Apr 2018 – Dec 2022 · 4 yrs 8 mos

• Top Writer in Education

Dec 2017 – May 2018 · 5 mos · Singapore

• Researched and proposed various machine learning and deep learning models (SVR, MLP, LSTM, SSNN) to the management team.
• Performed data preprocessing and data manipulation; built and trained a Support Vector Regression (SVR) model using Python (Sklearn, Pandas) with the accuracy of more than 90%.
• Developed Long Short‑Term Memory (LSTM) models using TensorFlow in Python that outperformed the current navigation system with the higher accuracy of multi‑step travel time prediction.

Jun 2017 – Oct 2017 · 4 mos · Geneva, Geneva, Switzerland

• Conducted a search for heavy resonances which decayed in a pair of top‑quarks in association with a Standard Model Higgs boson.
• Executed data analysis techniques using machine learning ‑ Boosted Decision Trees in Toolkit for Multivariate Data Analysis (TMVA) with ROOT for event reconstruction using terabytes of data via Worldwide LHC Computing Grid & Cloud Computing.
• Successfully pinpointed a new particle at low mass range; accomplished a good observable by solving kinematic constraints.