About
With a foundation in systems engineering and business management (double degree) I built valuable experience in Logistics Tech, Airport Innovation and KOL Marketing before diving into Crypto in 2022. Currently, I work across EVM and non-EVM chains—building data solutions, analyzing on-chain activity, and optimizing staking economics. My diverse background enables me to bring unique perspectives to blockchain data, connecting technical analysis with practical business decisions.
Work Experience
Skills
Check out my latest work
I've worked on a variety of projects, from simple websites to complex web applications. Here are a few of my favorites.
Web3 research reports
Sector analysis across GameFi, L2s, DeFi, and DePIN.
SMOK3.io Research: Web3 KOL Marketplace Analysis for Stiqy.io
2025-02-03
A breakdown of SMOK3.io's Web3 KOL marketplace model and what Stiqy can take from it.
Megaphone: A Closer Look at the Web3 Token Marketing Tool
2025-01-08
A breakdown of Megaphone — a Web3-native platform for token-based marketing, used by brands like Coinbase and Animoca.
Crystals of Naramunz: A Steampunk RPG on a Quiet Chain
2024-06-01
Crystals of Naramunz is a Diablo-style action RPG building on Beam — with solid partnerships and grants, but a risky chain choice and low traction.
Last Odyssey: Clash of Clans Meets Ethereum
2024-06-01
A research analysis of Last Odyssey—an MMO simulation game on Ethereum featuring conquest mechanics, NFT land battles, and layered tokenomics.
Eclipse: A New Layer 2 Built on Solana's Speed and Ethereum's Reach
2024-05-28
A research deep dive into Eclipse, an Ethereum L2 powered by the Solana Virtual Machine.
Kroma Network: A ZK Rollup Layer 2 with Strong Leadership but Unclear Tokenomics
2024-05-23
A review of Kroma, an Ethereum L2 rollup leveraging zk tech, with insights into its metrics, team strength, and investment viability.
Astra Nova: A Web3 RPG Backed by Vision, Not Volume
2024-05-20
Astra Nova blends action-RPG gameplay with blockchain tokenomics, but its success hinges on converting a strong partner roster into real traction.
Pixelverse: Cyberpunk Strategy with Ambition, But Can It Deliver?
2024-05-15
A detailed look at Pixelverse, a cyberpunk browser battler built on Ethereum, with its sights on launching its own L2. Backed by Mon Protocol, but still early and opaque in key areas.
Futureverse: The Infrastructure Behind the Next-Gen Metaverse
2024-05-14
An analyst deep dive into Futureverse—a sprawling metaverse ecosystem backed by major partners and built on The Root Network.
The New Order: New Web3 Korean FPS by 3MERGED
2024-05-09
An in-depth analysis of The New Order, a next-gen decentralized shooter that uses blockchain infrastructure to enable user-generated content and in-game economies.
Legend of Arcadia: Axie Meets Strategy, But Is It All Hype?
2024-05-03
A critical look into Legend of Arcadia, a free-to-play turn-based NFT strategy game with strong tokenomics but questionable community signals.
Pirate Nation by Proof of Play: Seamless On-Chain Gaming Done Right
2024-04-28
A look at Pirate Nation—a casual, fully on-chain game backed by a strong team and gasless gameplay on Arbitrum Nova.
Overtake: A Quest Layer for Web2 & Web3 Games, or Just Rebranded Bloat?
2024-04-23
An analysis of Overtake—formerly NAODA—a quest platform bridging Web2 and Web3 gaming, now facing concerns over transparency, traction, and real innovation.
GameGPT: AI-Powered Game Creation Meets Web3 Monetization
2024-04-15
A deep-dive into GameGPT, a platform merging AI-generated game creation, NFTs, and Web3 economic layers to transform how blockchain games are built and monetized.
Wild Forest: Real-Time Strategy for the Ronin Era
2024-04-05
A Web3-native RTS with strong metrics, sticky gameplay, and the backing of top-tier investors. Here’s a closer look at Wild Forest’s potential — and its risks.
Nooriam: Turning AI, Data & Contracts into Authenticated Digital Assets
2024-04-04
Nooriam builds authenticated digital property through live contracts, aiming to create legal frameworks for AI, data, and digital content. But can it scale into a market that barely knows it needs this?
Apeiron: A God Game with God-Tier Potential?
2024-04-01
Apeiron is crafting a new path for Web3 gaming, blending divine gameplay mechanics with structured tokenomics. Here's a deep-dive analysis of its long-term potential.
Earn Alliance: Gamified Questing Meets Web3 Distribution
2024-03-18
Earn Alliance uses NFT badges, daily logins, and token-driven challenges to drive user engagement. Here’s how its ecosystem works — and what could unlock more growth.
KGen: Gaming Reputation as a New Layer of Onchain Identity
2024-03-12
KGen merges questing mechanics with Proof-of-Gaming NFTs, creating an incentive layer for Web2 and Web3 players.
Aethir: Decentralizing the GPU Cloud
2024-03-02
Aethir is building a DePIN-native GPU cloud optimized for gaming and AI — with $ATH at the center of its incentive model. Here’s a breakdown of the business, tokenomics, and trajectory.
Wonderverse Research: Quest Bots for Community Engagement
2023-11-17
An overview of Wonderverse's Discord and Telegram bots for questing, and how they differ from other community tools in Web3.
Polygon zkEVM: Solving the Trilemma with ZK Rollups
2023-05-26
Deep dive into Polygon zkEVM—a zero-knowledge rollup aiming to balance scalability, decentralization, and security in Ethereum's Layer 2 ecosystem.
Apeiron: Game Mechanism and Tokenomics
2022-11-11
Apeiron combines roguelike mechanics, god simulation, and NFT-based progression. This analysis covers gameplay, tokenomics, team, and risks.
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Projects & Achievements
Throughout my academic and professional journey, I've tackled real-world challenges across blockchain analytics, logistics, AI, and process optimization—delivering data-driven solutions that enhance efficiency and decision-making. From optimizing queuing systems and warehouse logistics to building blockchain analytics dashboards, each project below represents my commitment to leveraging technology for impactful problem-solving.
Dune Wizard
Blockchain
Helping people make sense of Web3 data. Build commissioned analytics dashboards for web3/crypto projects in Dune. Analysis of smart contract interactions (NFT, Revenue, Trading) and user/treasury wallet activity. Dashboard featured by Ethereum OS. Built private dashboards to track launchpad data overview for Kaito AI.- L
Louis Vuitton: Non-Merchandise Stock Management
LVMH Singapore
This Lean Six Sigma Green Belt project optimized Louis Vuitton Singapore's non-merchandise stock management, improving internal tooling and risk assessment processes. By implementing Microsoft Power Automate and FMEA methodologies, the team successfully streamlined workflows, reduced operational failures, and enhanced resource allocation, leading to a client-adopted solution. - I
IKEA Tampines Restaurant: Covid-19 Queuing Optimization
IKEA Tampines Singapore
Our simulation demonstrated that implementing a staging area in IKEA's QR code-based restaurant queuing system reduces idle tables and increases customer turnover, improving overall efficiency. The proposed system enhances customer experience, minimizes wait times, and maintains compliance with social distancing regulations, making it applicable to other restaurant environments. - B
BatchSmarter: a Smart Warehouse Optimisation Tool
Kuehne+Nagel (Australia & Netherlands)
Developed Batchsmarter, a software to simulate and plan picking trips in logistics warehouses. Simulations projected a reduction in picking trips by 60% and achieve 90% orders completed within 24h (10% improvement). - M
MSC Maritime Digital Challenge 2021
Singapore Maritime Foundation
Ranked 2; Our team conducted needs analysis and developed creative solutions improve the effectiveness, and accessibility of virtual training for maritime procedures. Praised for emphasis on mistake-driven learning and use of tech solutions like cloud gaming to enhance visual memory and engagement in training, resulting in improved problem-solving abilities in emergency situations. - N
NLP, Sentiment Analysis Competition on Tweets datasets.
Kaggle: The Analytics Edge
Ranked 11; Sentiment Analysis on Weather related Tweets (Accuracy: 89.428%). Improved prediction through Lexicons, Neural Networks and RF. Demonstrated proficiency in AI/ML pipeline. - S
SUTD-SMU Dual Degree Programme
Singapore
One of 12 students selected for the prestigious SUTD-SMU Dual Degree Programme in Technology and Management, a highly competitive program blending engineering and business expertise. - W
Wilmar SUTD Scholarship
Singapore
Full 4 Years University Tuition Coverage - A
ASEAN Scholarship
Singapore
Recipient of Singapore Asean School Based Scholarship - W
World Robotics Olympiad 2013
Jakarta, Indonesia
Developed an robot to tackle shrine restoration challenge in Borobudur
Get in Touch
Want to chat? Just shoot me a dm with a direct message on linkedin and I'll respond whenever I can. I will ignore all soliciting.