Yuki Kong
Open to internships from 30 August 2026 to 9th April 2027 · Singapore

Yuki Kong
— Computing Science

Penultimate student at SIT–University of Glasgow. Building at the intersection of data analytics, machine learning, LLMs, and full-stack engineering. Currently annotating AI datasets and shipping real-world systems.

View my work → GitHub LinkedIn
4+
Years industry exp.
15+
Projects shipped
2
Industry certs

About me

Breaking into data & ML
with real-world impact

I'm a penultimate Computing Science student with a background spanning cybersecurity, systems engineering, and full-stack development. I bring a rare mix of analytical rigour and hands-on shipping experience across client projects, contracts, and personal research.

Right now I'm annotating and classifying 2D datasets for AI research at SIT, collaborating with research scientists to improve ML model training pipelines. I'm actively seeking opportunities in data analytics, ML engineering, and software development.

Machine LearningLLMs & NLPData AnalyticsMicroservicesCloud EngineeringFull-Stack DevCybersecurity

Education

Singapore Institute of Technology – University of Glasgow
BSc (Hons) Computing Science
Aug 2024 – Expected May 2027
Singapore Polytechnic
Diploma in Infocomm Security Management
Apr 2018 – Mar 2021

Currently

Student Data Analyst · SIT
Segmenting & labelling 2D datasets · CVAT.AI · COCO · PASCAL VOC

Location

Based in Singapore, open to remote

Work

Featured projects

GitHub →
>
01 — Contract · HL Assurance
AI Corporate Underwriting System

Automated insurance quotation & risk assessment with OCR, LLM models and AI vision — from product owner to full-stack delivery.

OCRXGBoostFlaskGemini VisionMySQL
View details →
02 — Contract · In progress
Cloud Native Payment Service

Serverless payment & accounting platform reducing manual workload by ~90% with real-time WhatsApp notifications and webhook reconciliation.

Node.jsAWSReactHitPay APITwilio
View details →
>
03 — Research · In progress
SAGE — SPY Prediction Engine

Self-correcting agentic ML pipeline that predicts SPY opening returns daily by synthesising news, sentiment and macro data through an LLM reasoning agent.

LLM AgentsXGBoostPythonGeminiConformal ML
View details →
🎬Add GIF
🕵️ FraudBuster
BERT-powered microservice fraud detection for Amazon reviews. 6 services via gRPC, Kubernetes.
BERTgRPCK8s
🎬Add GIF
🌿 Eco Prompt
AI-powered sustainability prompt engineering tool to encourage greener lifestyle choices.
LLMPython
🎬Add GIF
🏥 WardWatch
Privacy-preserving BLE indoor positioning system for hospital patient tracking. ~0.45m accuracy.
BLEESP-NOWMQTT
🎬Add GIF
📱 FocusAI
Android productivity app with distraction detection, movement breaks, and AI-generated study artifacts from PDFs.
KotlinFirebaseGemini
🎬Add GIF
📡 MQTT-SN via UDP
Custom MQTT-SN client on Raspberry Pi Pico W supporting QoS 0/1/2 and chunked image transfer over UDP.
CMQTT-SNPico W
🎬Add GIF
💊 IoT Healthcare Monitor
Elderly care system with smart medication dispenser, emergency alerts, and blockchain access control via Raspberry Pi.
MQTTAWS SNSBlockchain
🎬Add GIF
☕ KopiGo
Tourism web app helping visitors discover Singapore hawker centres and attractions with route planning and reviews.
FlaskMariaDBMongoDB
🎬Add GIF
🎮 AI Tic-Tac-Toe
Minimax algorithm with alpha-beta pruning for unbeatable AI opponent, built to explore game-tree search.
PythonMinimaxAI
🎬Add GIF
✈️ FlySwift
Flight search app with live Amadeus API pricing, route maps, layover analysis and custom sorting algorithms.
FlaskAmadeus APIDSA
🎬Add GIF
🌐 Revamp Helixtap Website
Rebuilt production subscription platform with dynamic Django pages and automated scraping saving 10+ hrs/week.
DjangoPostgreSQLBeautifulSoup
🎬Add GIF
🛡️ AI Adversarial Detector
Generated adversarial malware samples achieving 60% evasion rate against commercial antivirus engines.
EvadeMLSecMLML
🎬Add GIF
🦠 CovidGuard
Proof-of-concept health screening system combining OCR and thermal camera with adversarial API countermeasures.
OCRThermalPython

Work experience

Jan 2026 – Present
Current
Student Data Analyst
Singapore Institute of Technology
CVAT.AICOCOPASCAL VOCComputer Vision
  • Segmenting and labelling 2D image datasets for AI model training pipelines
  • Collaborating with research scientists to ensure classification consistency and high-quality annotations
Mar 2024 – Aug 2025
Systems Operations Engineer
Teleradio Engineering Pte Ltd (contracted under NCS)
NetworkingData Centre MgmtIncident ManagementSLA
  • Monitored large-scale data infrastructure ensuring operational continuity with minimal downtime
  • Managed incident and service tickets in accordance with Service Level Agreements
  • Coordinated cross-team troubleshooting and root cause analysis to expedite system recovery
Jul 2021 – Sep 2021
Junior Developer
HelixTap Technologies
DjangoPostgreSQLSeleniumBeautifulSoup
  • Established dynamic web pages for proprietary subscription-based content on a production platform
  • Automated data collection via web scraping, saving 10+ manual hours per week
Mar 2020 – Aug 2020
Cyber Security Intern
Amaris AI
OCREvadeMLSecMLMachine Learning
  • Co-built CovidGuard using OCR & thermal cameras to automate health screening with adversarial API countermeasures
  • Developed AI Adversarial Inspector generating malware samples with 60% evasion rate against commercial antivirus

Technical skills

Tools & technologies

Frontend
ReactJavaScriptTypeScriptNext.jsHTML/CSSTailwind CSSBootstrapDevExtreme
Backend
PythonFlaskNode.jsDjangoExpress.jsFastAPIJavaREST APIsgRPCMQTTCRust
Database
MongoDBPostgreSQLMySQLMariaDBRedisFirebase FirestoreMongoDB AtlasSQLAlchemyPyMongo
Cloud & DevOps
AWSDockerKubernetesAWS LambdaAWS S3AWS SNS/SQSGitHub ActionsCI/CDServerlessGitMLflow
Mobile
KotlinAndroidJetpack ComposeFirebaseMVVMHiltAndroid Studio
AI/ML, Data & IoT
LLMsXGBoostBERTGeminiTensorFlowPandasNumPyOpenCVTesseract OCRCVAT.AICOCOPASCAL VOCSeleniumBeautifulSoupBLEESP-NOW

Credentials

Certifications

🔐
Organizational Systems Wireless Auditor (OSWA)
Offensive Security
🛡️
Organizational Systems Security Analyst (OSSA)
Offensive Security
🐳
Getting Up to Speed with Docker
Dell Technologies
☸️
Exploring Kubernetes
Dell Technologies
Let's connect

Open to opportunities

Looking for internships and full-time roles in data analytics, ML engineering, Cloud Computing and software development. Let's talk.

✉ yukikong785@gmail.com LinkedIn GitHub
Yuki Kong © 2026Singapore