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Fresh start with AI
🌱
Fresh start with AI

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@wingzdev @aicommunitysl

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dileepadev/README.md

Dileepa, @dileepadev - AI Engineer. I develop agentic AI systems, LLM applications, RAG pipelines, MCP servers and tools, eval suites and production AI backends.

I design, build and ship AI systems, from agents and retrieval to evaluation and production backends.

What I do

  • Systems & architecture: AI system design, orchestration and cloud infrastructure.
  • Agents & applications: Autonomous agents, multi-agent workflows and LLM applications.
  • Retrieval & tools: RAG pipelines, MCP servers and integrations.
  • Evaluation & production: Eval suites, regression checks and backend services.

How I work

$ dileepadev run --task "ship an AI system"

  [1/5] plan    ✓ eval written before the feature
  [2/5] build   ✓ agents get least-privilege scopes, not blanket trust
  [3/5] trace   ✓ every run recorded, every failure turned into a test
  [4/5] ship    ✓ guardrails on, cost tracked per task
  [5/5] learn   ✓ evals re-run, regressions caught before users see them

  ↻ loop: next task starts from what this one taught

After hours

I build projects ↗, write technical articles ↗, give talks and workshops ↗, make educational videos ↗ and help run developer communities ↗.

Elsewhere

Website ↗ · Links ↗ · Build log ↗ · Email ↗

Pinned Loading

  1. dileepa-dev dileepa-dev Public

    This is my personal website.

    TypeScript

  2. community-standards community-standards Public

    This repository includes community standards that I personally use for my projects on GitHub.

  3. cinewave-demo-agent-api cinewave-demo-agent-api Public

    Python

  4. studentprofiler-demo studentprofiler-demo Public

    Student behavior and VARK system (SBVARKS AI/ML Project).

    Python