const agent = new NexusEngine({
mode: 'autonomous',
astAnalysis: true
});
Streaming 1.2M tokens/s
AVAILABLE FOR WORK
Hey, I’m Isuru
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Selected Works
A selection of products, systems, and experiments I've built across AI, software, and data.
Insightflow
60 FPSGLSL 3.0
Aether 3D
High-performance interactive 3D spatial canvas with raymarched volumetric noise, real-time audio FFT frequency analysis, and custom post-processing shaders.
HNSW Query Latency (p99)
HyperScale Vector DB
Client-side embedded vector database compiled to WebAssembly with SIMD acceleration, HNSW cosine indexing, and real-time CRDT peer synchronization.
CPU Core4.2 GHz
Memory98.4 MB
Active Tasks12 Running
Pulse OS Workspace
Keyboard-driven modular desktop workspace uniting terminal execution, markdown knowledge graphs, and live telemetry in a distraction-free glassmorphic environment.
What I Build
Core capabilities, architectures, and technical domains across AI systems, machine learning, and full-stack engineering.
AI Products
Building applications around LLMs, RAG, multimodal models and intelligent agents.
InsightFlowRevaAtlasflow
Machine Learning
Predictive modelling, time-series forecasting, feature engineering and model evaluation.
LightGBMPyTorchTensorFlowScikit-learn
Full-Stack
Building complete products from frontend to backend, databases and deployment.
ReactTypeScriptFastAPIPostgreSQLDocker
Data & Research
Exploring datasets, modelling approaches and experimental AI systems.
Exploratory AnalysisHypothesis TestingAgentic Systems
Experiments & Research
Things I built while trying to understand something.
N-BEATS Forecasting
Sinhala Language Model
Land Price Prediction
RAG Experiments
How I Build
Engineering workflow & technical stack.
ENGINEERING PIPELINE
01IDEA
→02RESEARCH
→03DATA
→04MODEL
→05PRODUCT
→06DEPLOY
→07ITERATE
Languages
PythonTypeScriptJavaC++SQL
AI / ML
PyTorchTensorFlowScikit-learnHuggingFaceLangChainLightGBM
Backend
FastAPIFlaskNode.jsPostgreSQLRedis
Frontend
ReactNext.jsTypeScriptTailwindCSSThree.js
Infrastructure
DockerGitHub ActionsAWSGCPVercel
About
The story behind the craft.
I started by making things people could see.
Before university, I was making YouTube videos, editing footage, designing thumbnails and creating visual identities for clients.
Later, I started building software and became interested in AI and machine learning.
Today, I work somewhere between the two — building technical products while bringing a designer's perspective to how they look, communicate and feel.