01Design System2023
design
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flockfysh Design System
Building a visual language for an AI data platform from the ground up.
Selected work · 2022—2026
Work
Engineering informed by design.
Always both.
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02Design + Engineering2025
both
In Progress
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Bangtan Universe
A mini-encyclopedia for BTS fans: songs, member profiles, discography data, concerts, and awards all in one place.
TypeScriptCSSNext.jsReact
03AI/ML Systems2025
both
●Live
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SEAS Search: GenAI Academic Advisor
Architected a Knowledge Graph-RAG system with vector database, achieving 34% accuracy on multi-hop reasoning. Fine-tuned LLM with LoRA using 14x less data and 25x faster training.
PythonLlama 3.1LangChainRAGVercel
04Creative Engineering2025
both
●Live
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Polaroid Camera
A fun, interactive polaroid camera in the browser. Click, capture, and watch your shot develop in real time.
HTML5CSS3JavaScript
05AI/ML Systems2025
eng
Completed
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Special-SAM: Foundation Model Fine-Tuning
Fine-tuned SAM ViT-H (636M parameters) on 12,000 augmented images, improving mIoU from 47.52% to 66.35%, an 18.83-point gain.
PythonPyTorchComputer VisionSAMDeep Learning
06AI/ML Systems2025
both
Completed
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Nepal Earthquake Building Damage Predictor
Built multi-class classifier on 260k+ records achieving 72.5% accuracy and 0.880 ROC AUC. Engineered features from structural and geographic data.
PythonLightGBMScikit-learnStreamlitML
07Design + Engineering2025
both
●Live
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DC Map: Interactive 3D Visualization
A game-like map app for exploring Washington D.C. with 3D building visualizations and a fly-through mode.
TypeScriptMapbox GL JSNext.jsReactTailwind CSS
08Design + Engineering2022
both
Completed
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Revenue Platform
A centralized online tax payment and management portal built for the Financial Comptroller General Office (FCGO).
AngularNode.jsMongoDBTypeScriptREST API
09Creative Engineering2026
both
In Progress
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Foodie Praks
A food ordering website built with vanilla HTML, CSS, and JavaScript. No frameworks. Responsive across desktop, tablet, and mobile.
HTML5CSS3JavaScriptWeb DesignFrontend