Portfolio

Projects

14 projects across AI, distributed systems, full-stack engineering, and hardware.

Elgo Platform
Engineering
Sep 2023 — Apr 2024

Elgo — Energy Savings as a Service

IoT platform using AI-driven recommendations to reduce SME energy consumption. Final Year Capstone project at SUTD.

IoTAWSNext.jsAIMQTT
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Hungry RAG Thumbnail
AI
Sep 2023 — Dec 2023

Hungry RAG

Beyond "Hangry": Hungry RAG's LLM brain satisfies your taste buds using RAG over local restaurant data.

LLMsGenerative AIRAGElasticsearchSearch Engine
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DNS-Chord Thumbnail
Software
Sep 2023 — Dec 2023

DNS on Chord

Revolutionizing DNS: Leveraging Chord's peer-to-peer magic for faster, more resilient lookups.

NetworksDistributed SystemsGoOpen Source
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NLP Thumbnail
AI
Jan 2023 — May 2023

Prompt Engineering Adversarial Questions

Engineered adversarial questions targeting underrepresented topics using techniques that trick modern LLMs and question answering systems.

LLMsNatural Language ProcessingPrompt EngineeringChatGPT
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Chord Thumbnail
Software
Apr 2023 — May 2023

Chord: Distributed Hash Table

Scalable and efficient implementation of the Chord DHT protocol for distributed storage in peer-to-peer networks.

NetworksDistributed SystemsDecentralised Storage
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BTClient Thumbnail
Software
Mar 2023 — May 2023

BitTorrent Client: Decentralised File Share

Peer-to-peer file sharing client implementing the BitTorrent protocol with chunking, seeding, and pipelining.

NetworksDistributed SystemsP2P
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ByteWallet Thumbnail
Software
Aug 2023 — Sep 2023

ByteWallet

Every byte counts. Money for your content delivered straight. P2P digital wallet with Stripe top-ups.

Full StackNext.jsP2P WalletHackathonStripe
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ESC Thumbnail
Software
May 2022 — Aug 2022

PayPal Digital Identity Verification

Mobile-first Digital Identity Verification app built with PayPal to bring greater access to financial products for immigrant populations.

JavaAndroidSoftware EngineeringFull Stack
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ML Thumbnail
AI
May 2022 — Aug 2022

Hate Speech Classification

Applying machine learning approaches including SVM and ensemble methods to perform hate speech classification on social media data.

PythonSVMEnsemble MethodsNLP
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HungryEh Thumbnail
Software
Jan 2022 — May 2022

Hungry Eh?

Android app to pre-order food in the SUTD canteen, with allergen filtering, favorites, and PayLah payment.

JavaAndroidSoftware Engineering
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FDM Thumbnail
Engineering
Jan 2022 — May 2022

Finger Death Machine

2-player competitive LED game built from scratch on an FPGA. Players match random LED matrix patterns for the highest score.

Computer ArchitectureGame DesignFPGASystem Design
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BHH Thumbnail
Medtech
May 2021 — Jul 2021

Mell — Diabetes WhatsApp Pal

One stop solution for diabetic medicine compliance via WhatsApp. Finalist at Beyond Health Hack, NUS 2021.

Health TechMedical ComplianceHackathon
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DDW Thumbnail
AI
Oct 2021 — Nov 2021

Health Insurance Cover Prediction

ML algorithm to predict maximum health insurance coverage based on lifestyle choices.

Health TechMachine LearningPrediction Algorithms
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Pacmine Thumbnail
Software
Sep 2020 — Dec 2020

PacMine Game

Modified version of Pacman with randomly spawned mines. Survive as long as possible for the highest score.

PythonGame DevelopmentObject Oriented Programming
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