Applied AI · Engineered for the real world
We’re an AI research and development company turning visionary concepts into intelligent reality. From GenAI and agentic systems to full-stack software and MLOps, we take ambitious work from research to dependable production.
Choose methods because they fit the problem—not the trend.
Quality, cost, security, and reliability considered from day one.
One accountable team across intelligence, product, data, and cloud.
What we deliver
From frontier exploration to dependable operations, LeapKode brings the disciplines required to turn ideas into useful intelligence.
Explore difficult intelligence problems through applied research in deep learning, neural architectures, computer vision, NLP, reinforcement learning, and multi-agent systems.
Build production-grade intelligent systems that combine language models, retrieval, tools, and dependable orchestration around real business workflows.
Create secure, cloud-native SaaS products with thoughtful multi-tenant architecture, subscription operations, analytics, and room to scale.
Design and engineer modern web, mobile, API, and enterprise software—with intelligence integrated where it creates genuine utility.
Turn raw and fragmented data into useful evidence through predictive modeling, statistical analysis, visualization, and decision-support systems.
Deploy and operate software and AI systems with reliable infrastructure, automated delivery, evaluation, monitoring, and controlled iteration.
How we work
Our process creates evidence early, adds engineering depth at the right time, and keeps every technical decision connected to the outcome.
We align the user need, business target, operational constraints, and evidence required to call the work successful.
Outcome definition · Data review · Risk mapA focused prototype tests the highest-risk assumptions with real workflows and representative data before the architecture hardens.
Working prototype · Evaluation plan · User feedbackWe integrate the system, add guardrails and observability, and design for the performance, security, and cost profile it actually needs.
Integration · Reliability · Human oversightLaunch is the beginning. We monitor quality and usage, learn from real behavior, and improve the system against agreed outcomes.
Monitoring · Evaluation · IterationAbout LeapKode
LeapKode is an AI and software engineering company based in Colombo, Sri Lanka. We work with teams that need to explore an AI opportunity, build a new digital product, or strengthen an existing system.
Our work combines applied research, product thinking, data engineering, full-stack development, and cloud operations. Each engagement starts with a clearly defined problem and a practical way to evaluate the result.
We define the user, workflow, constraints, and measure of success before choosing a model or architecture.
Small prototypes and representative data help us test the riskiest assumptions before a larger investment.
The model is one part of the product. We also design the data, interface, integrations, infrastructure, and controls around it.
We make quality, cost, monitoring, documentation, and maintainability visible from the beginning.
Technology ecosystem
We work across modern AI, application, data, and infrastructure ecosystems—selecting what fits your constraints instead of locking the solution to one vendor.
OpenAI
PyTorch
Hugging Face
LangChain
Next.js
React
FastAPI
Node.js
PostgreSQL
MongoDB
Qdrant
Redis
AWS
Azure
Docker
Kubernetes
The people accountable
LeapKode is led by practitioners who connect architecture, execution, and delivery from the first conversation onward.
Leads system architecture across applied AI, product engineering, and production infrastructure.
LinkedInStart a conversation
A product idea. A workflow that could work better. A challenge you haven’t quite figured out. Share what’s on your mind — we’ll help you find a practical way forward.
A few details are all we need to get started.
We review your message and learn about your goals, your team, and the outcome that matters.
Together, we talk through a practical approach, the open questions, and where we can help.
If there is a fit, we outline a clear scope and a concrete way to move the work forward.
