Software Developer | Product Manager | AI Enthusiast
Goh Shu Fa, Siddhartha
Architecting scalable systems across AI, simulation and backend platforms
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Welcome to my portfolio! Stay awhile... and listen
Featured Game Projects
"Chaos has gripped the once-serene Luminous due to the over-extraction of Light and Dark Crystals.
A hero, The Luminary, rises on to journey to bring balance back to the world."
The Luminary
Genres: Custom game engine, Adventure, Hack 'n' Slash
Roles: Product Manager, Player systems and Gameplay Programmer
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- Product Manager for a 6-person team — owned scope planning, sprint coordination, stakeholder alignment, and milestone delivery
- Engineered core player systems and gameplay features, integrating low-level engine systems with high-level game mechanics
High Teas
Genres: Custom game engine, Sci-fi, Action, Space shooter
Roles: Engine Architecture Programmer
(Prefab Systems and De/Serialization)
- Integrated RTTR, RapidJSON, and EnTT to build a flexible data pipeline enabling runtime object persistence, scene loading, and editor-driven workflows
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- Designed a robust prefab architecture supporting component-based objects, nested instances, variants, scene prefabs, and override functionality
"Welcome to High Teas!
Pilot a nimble, tea-fueled, spaceship delivering tea shipments while battling pirates and navigating space hazards.
Say your prayers as pirates swoop in to steal your loot!"."
VR Fire Escape
Genres: Simulation, VR Languages used: C#
Roles: Programming Redundancy
- Contributed to gameplay redundancy design to maintain immersion and usability, and supported project coordination
- Assisted with environmental setup and object placement to ensure intuitive player interaction
Featured CS Projects
Custom T-Model Chatbot
Developed In Python, Used Libraries like sklearn, seaborn, kaggle, huggingface
Roles: Product Manager, Data pre-processing, Data analysis
- Built and fine-tuned two book genre classification models — a Random Forest classifier and a Transformer-based model
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- Engineered data preprocessing and feature pipelines to optimize predictive performance and evaluated models using structured validation metrics
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- Integrated both models into a chatbot interface using Hugging Face Transformers and deployed the solution as an end-to-end application
Cloud based Task planner (Notion clone)
Developed with HTML/CSS, in Amazon Web Services
Roles: Project Coordinator & QA
- Served as Product Coordinator and QA Tester — supporting sprint planning, feature validation, and cross-team alignment
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- Contributed to scalability and security testing across AWS services including ELB and EC2 Auto Scaling, and validated authentication and data protection mechanisms
Let's get in touch!
I'm always open to new opportunities, collaborations, or simply a friendly conversation. There is always something new to learn!