Currently Building
- AI × Systems tooling
- LLM-powered data pipelines
- Low-latency quant systems research
AG
Loading...
Aryan
Ganju
Software Engineer · NUS Computer Science
Final year undergrad specializing in AI/ML and database systems. I build systems that work under pressure—tested, observable, and simple enough for the next person to change confidently.
Open to roles · Jun 2026
Scroll
01
About.
I’m pursuing Computer Science at NUS with dual specializations in AI/ML and Database Systems. These tracks have shaped how I think about systems—from model training pipelines to query optimization and data architecture.
Professionally, I’ve built an NLP trade-validation pipeline handling real commodity contracts at Mercuria, shipped messaging integrations across seven international telecom partners at TVS Digital, and championed TDD practices that raised test coverage to 95%.
Beyond code, I led operations for GDSC NUS—coordinating tech, marketing, and partnerships for Hack for Good 2025—and served as a CS1101S Teaching Assistant, mentoring students through functional programming in Source. Hackathons have taught me to ship under pressure and make every architectural decision count.
I care about code that works under pressure—tested, observable, and simple enough for the next person to change confidently.
🎓
EducationNUS CS — AI/ML & Database Systems
💼
IndustryMercuria · TVS Digital · Credence
🚀
LeadershipHead of Ops, GDSC NUS
📚
TeachingCS1101S Teaching Assistant
02
Now.
Available from Jun 2026
Learning
- Market microstructure (quant focus)
- Distributed systems at scale (DDIA)
- Rust for performance-critical paths
Open to
- Full-time SWE · AI/ML · Quant (2026)
- Early-stage startups with hard problems
- Research roles at the systems/AI frontier
03
Experience.
Mercuria
May 2025 – Oct 2025Intern – Information Technology (Trading Operations) / Software Engineering Intern
Built AI/NLP-powered trade validation pipeline for commodity trading contracts: achieved 97% accuracy, reduced manual review workload by 80%
Details
TVS Digital Pte. Ltd.
Jun 2024 – Dec 2024Software Engineer Intern
Automated test data creation with Python/MySQL scripts for complex messaging workflows
Details
Credence Singapore
Dec 2023Financial Services Intern
Earned 5 financial analysis certifications during an intensive training program
Details
04
Hackathons & Awards.
AIT x Redis x Cloudflare Mini-Hack: Agentformer
Top 5 in SingaporeCursor Hackathon Singapore
Top 15 in SingaporeTikTok TechJam 2025
Top 12 out of 2300+ participantsLifehack 2022
Most Impressive Pre-University HackBrainhack 2022
Certificate of Participation06
Skills.
Technology stack
AI / ML
PythonFastAPILLM OrchestrationRAGCLIPYOLOv8Semantic SearchNLP PipelinesGPT-4VVector DBsPythonFastAPILLM OrchestrationRAGCLIPYOLOv8Semantic SearchNLP PipelinesGPT-4VVector DBsPythonFastAPILLM OrchestrationRAGCLIPYOLOv8Semantic SearchNLP PipelinesGPT-4VVector DBsPythonFastAPILLM OrchestrationRAGCLIPYOLOv8Semantic SearchNLP PipelinesGPT-4VVector DBs
Systems / Backend
TypeScriptNode.jsPostgreSQLRedisKafkaDockerFastAPIWebSocketsEvent-Driven ArchitectureTDDTypeScriptNode.jsPostgreSQLRedisKafkaDockerFastAPIWebSocketsEvent-Driven ArchitectureTDDTypeScriptNode.jsPostgreSQLRedisKafkaDockerFastAPIWebSocketsEvent-Driven ArchitectureTDDTypeScriptNode.jsPostgreSQLRedisKafkaDockerFastAPIWebSocketsEvent-Driven ArchitectureTDD
Cloud / Infra
AWSGCPAzureVercelCI/CDSupabaseMongoDBMySQLCloudflare WorkersMicroservicesAWSGCPAzureVercelCI/CDSupabaseMongoDBMySQLCloudflare WorkersMicroservicesAWSGCPAzureVercelCI/CDSupabaseMongoDBMySQLCloudflare WorkersMicroservicesAWSGCPAzureVercelCI/CDSupabaseMongoDBMySQLCloudflare WorkersMicroservices
Filter projects by skill
Proficiency:
Expert
Proficient
Familiar
Languages
Frameworks
Data
Cloud & Tools
Methods
Currently Learning
RustKubernetesGraphQL
05
Projects.
Selected Work
8 projects5 hackathons3 wins
Cursor Hackathon
2D AI Roguelike Engine
2D AI-powered game engine for infinite generation with enforced consistency across narrative and visuals.
TypeScriptReactPython
Case study
HackRoll 2024
LinkGuard
URL safety analyzer that detects phishing attempts and malicious links in real-time.
PythonJavaScriptHTMLCSS
Case study
Cursor Hackathon
2D AI Roguelike Engine
2D AI-powered game engine for infinite generation with enforced consistency across narrative and visuals.
TypeScriptReactPython
Case study
HackRoll 2024
LinkGuard
URL safety analyzer that detects phishing attempts and malicious links in real-time.
PythonJavaScriptHTMLCSS
Case study
Cursor Hackathon
2D AI Roguelike Engine
2D AI-powered game engine for infinite generation with enforced consistency across narrative and visuals.
TypeScriptReactPython
Case study
HackRoll 2024
LinkGuard
URL safety analyzer that detects phishing attempts and malicious links in real-time.
PythonJavaScriptHTMLCSS
Case study
07
Leadership & Community.
Beyond engineering — leadership, teaching, and community impact.
Head of Operations
GDSC NUS- Led booth at Computing Fair 2024, driving a 50% increase in chapter sign-ups
- Spearheaded Hack for Good 2025 — coordinated tech, marketing, finance, and partnerships
- Developed event roadmaps and proposals cross-functionally with branding and finance teams
Teaching Assistant — CS1101S
National University of Singapore- Mentored 10+ students in functional programming using Source and JavaScript
- Held weekly office hours and provided hands-on project guidance
- Achieved 100% passing rate across all mentored students
Welfare Committee Head & Sustainability
Ridge View Residential College- Led the House Welfare Committee at Ridge View Residential College
- Organised kayaking trips to collect and remove ocean trash
- Completed the Certificate in Sustainability Studies