{AI-AGENTS}001{RAG}{N8N}{MCP}{EVALS}{VOICE-AI}{REACT}{TYPESCRIPT}
{AI-AGENTS}001{RAG}{N8N}{MCP}{EVALS}{VOICE-AI}{REACT}{TYPESCRIPT}
{AI-AGENTS}001{RAG}{N8N}{MCP}{EVALS}{VOICE-AI}{REACT}{TYPESCRIPT}
{AI-AGENTS}001{RAG}{N8N}{MCP}{EVALS}{VOICE-AI}{REACT}{TYPESCRIPT}
{AI-AGENTS}001{RAG}{N8N}{MCP}{EVALS}{VOICE-AI}{REACT}{TYPESCRIPT}
{AI-AGENTS}001{RAG}{N8N}{MCP}{EVALS}{VOICE-AI}{REACT}{TYPESCRIPT}
{AI-AGENTS}001{RAG}{N8N}{MCP}{EVALS}{VOICE-AI}{REACT}{TYPESCRIPT}
{AI-AGENTS}001{RAG}{N8N}{MCP}{EVALS}{VOICE-AI}{REACT}{TYPESCRIPT}

AI automation,shipped.

Naveen Dilanka. I build AI agents, RAG systems, and automation pipelines that take real work off your team's plate, plus the web & mobile software around them.

Lab build: an AI support copilot retrofitted onto a live admin app in one PR
Lab build: an AI support copilot retrofitted onto a live admin app in one PR2026
CFX: a forex-signals platform with 40+ screens across two mobile apps
CFX: a forex-signals platform with 40+ screens across two mobile apps2026
Lab build: a "chat with your docs" RAG that scores 27/27 retrieval hit@1 and runs live at $0/query
Lab build: a "chat with your docs" RAG that scores 27/27 retrieval hit@1 and runs live at $0/query2026
BridgeSync: an AI progress-tracking SaaS built end-to-end, billing included
BridgeSync: an AI progress-tracking SaaS built end-to-end, billing included2026
Lab build: an invoice extractor that flags every low-confidence field for review
Lab build: an invoice extractor that flags every low-confidence field for review2026
Lab build: an n8n pipeline that scores and routes inbound leads automatically2026
Lab build: a public Telegram support bot that routes 30/30 and cites its source docs2026
Lab build: a browser-native voice booking agent that went 73.3% → 100% task completion
Lab build: a browser-native voice booking agent that went 73.3% → 100% task completion2026
Lab build: an MCP server that gives Claude safe hands on ops data, every write a dry-run first2026
products built end-to-end
3
AI demos, built in the open
4
open-source dev tools
2
[ ABOUT ]

Every number on this site is measured, linked, or labeled.

Naveen Dilanka — portrait
fig.01 — the author

I'm Naveen Dilanka. I build AI agents and automations, and the software around them.

I'm an AI automation engineer. I build agents, RAG systems, and automation pipelines that take real work off teams' plates, plus the web & mobile software around them, so the whole thing actually ships.

My roots are in creative web development (this site is a working sample), and I like my AI the way I like my code: shipped, measured, and boring to operate. Based in Sri Lanka, working with teams worldwide.

  • AI Automation Engineer
  • LLM Application Developer
  • Software Engineer
  • Web & Mobile Developer

Sri Lanka · available worldwide (remote)

Copilots and chatbots grounded in your own data, with retrieval, evals, and citations so answers are trusted, not guessed.

~/skills/llm-apps-ragLlamaIndex · pgvector · LangChain

Grounded, not hallucinated

The reliable systems behind the magic: APIs, databases, and integrations built to ship and to last.

~/skills/software-engineeringPython · Node.js · PostgreSQL

The system behind it all

Production React & Next.js sites with motion and craft. The discipline this very page is built on.

~/skills/web-developmentNext.js · React · GSAP

Where this site came from

Cross-platform apps from one codebase, with native feel on iOS and Android, shipped to the stores.

~/skills/mobile-developmentReact Native · Expo · Flutter

One codebase, every device

From localhost to production: containers, CI/CD, and cloud so the thing I build actually runs.

~/skills/devopsDocker · GitHub Actions · AWS

Ship it, then run it

Gluing tools together: webhooks, APIs, and no-code pipelines that quietly remove manual work.

~/skills/integrationsn8n · Zapier / Make · REST APIs

Less manual work
01 / 07AI Automation & Agentic AI

Agents that take real actions: multi-step workflows, tool-use, and orchestration that replace manual busywork.

My headline focus

[ SERVICES ]

What you can hire me for

Four ways I help — led by AI automation, the work I focus on most.

  1. AI Automation & Agentic AI

    Put AI to work in your business with agents and automations that take real actions, not just chat.

    • Custom AI agents & assistants
    • Document & data extraction pipelines
    • Workflow automation (n8n / APIs / webhooks)
    • RAG chatbots over your own knowledge
    Automate something
  2. Software Engineering

    The reliable systems behind the magic: APIs, data, and integrations built to last.

    • REST / GraphQL APIs
    • Database design & data pipelines
    • Third-party & payment integrations
    • Authentication & backend services
    Build the backbone
  3. Web Design & Development

    Fast, animated sites and web apps that feel alive. The craft this very page is built on.

    • Landing pages & portfolios
    • Full-stack web applications
    • Motion & interaction design
    • Performance & SEO optimisation
    Ship the site
  4. Mobile App Development

    One codebase, every device: cross-platform apps from idea to the app stores.

    • iOS + Android from one codebase
    • App Store & Play Store deployment
    • API & backend integration
    • Offline-first & push notifications
    Take it mobile
[ SEC.03SELECTED WORK ]08 PROJECTS / 2024–2026

Case studies

Real problems, the approach, and what changed. Open any project for the full story.

  1. Lab build: an AI support copilot retrofitted onto a live admin app in one PR

    AI Automation · 202630/30 (100%)Tool-selection accuracy (30-command eval)
    • 36.7% → fixedSame eval before the prompt fix
  2. CFX: a forex-signals platform with 40+ screens across two mobile apps

    Mobile Apps · 202640+Screens designed in Figma
    • 39Typed design-system components
    • 2Mobile apps (admin + user)
  3. Lab build: a "chat with your docs" RAG that scores 27/27 retrieval hit@1 and runs live at $0/query

    AI Automation · 202627/27 hit@1Retrieval accuracy (27-question eval)
    • 1.77s · $0Median answer, end-to-end (live: free Gemini)
    • 3.1s · $0.0035Median answer (Claude Haiku 4.5, paid path)
  4. BridgeSync: an AI progress-tracking SaaS built end-to-end, billing included

    Software Engineering · 20261,809Automated tests passing
    • 46 / 63App routes / data tables
    • 93.3%PR-to-requirement rule-match accuracy (hand-labelled)
  5. Lab build: an invoice extractor that flags every low-confidence field for review

    AI Automation · 202677.8%SROIE field exact-match (30 receipts, 90 fields)
    • 93.3%Total-amount field accuracy
  6. Lab build: an n8n pipeline that scores and routes inbound leads automatically

    AI Automation · 2026
  7. Lab build: a public Telegram support bot that routes 30/30 and cites its source docs

    AI Automation · 202630/30 (100%)Routing accuracy (30-intent eval)
    • 27/27 hit@1Retrieval accuracy (27-question eval)
  8. Lab build: a browser-native voice booking agent that went 73.3% → 100% task completion

    AI Automation · 202615/15 (100%)Task completion (15-dialogue eval)
    • 15/15 (100%)Tool-sequence correctness
    • 73.3% → 100%Same eval before the slot-ID fix

[ LIVE DEMO ]

Ask the docs-chat RAG a question

Real deployment · 27/27 retrieval hit@1 · rate-limited

[ CONTACT ]

Let's build something worth shipping.

Have an AI automation, app, or website in mind? Tell me about it. I read every message and reply within a day.

naveendilanka586@gmail.com

AI Automation Audit — $750 flat, one week · projects from $1,500 · fixed-price, remote worldwide

Replies within one business day (GMT+5:30).

  1. 01Fit call15 minutes on your process, where it leaks time, and whether AI is actually the fix.
  2. 02Fixed-price proposalScope, timeline, and price in writing. No hourly meter running.
  3. 03Build, in the openWeekly demos and updates. You watch it start working, not wait for a reveal.
  4. 04Handover & supportDocs, training, and an optional retainer for monitoring and improvements.
BOOK A FIT CALL