Available for work

Production AI Systems

Akeel Rishan - AI Engineer and Software Developer from Sri Lanka specializing in LLM systems, RAG pipelines, and autonomous AI agentsI build

AI Engineer building production-grade LLM systems, RAG pipelines, and autonomous AI agents. View live demos, architecture diagrams, and open source projects.

View Projects

const engineer = {
  focus: "LLM systems",
  ships: ["RAG", "agents", "evals"],
  mindset: "measure, iterate, harden",
  status: "available for ambitious AI"
};

About

About Akeel Rishan

I am an AI engineer focused on shipping LLM systems that move past demos and into dependable product workflows.

My background blends full-stack engineering, applied machine learning, retrieval systems, agent orchestration, and evaluation pipelines.

I care about the operational details: latency, grounding, monitoring, cost, fallback behavior, and the human trust needed to put AI in production.

Years Exp

Projects Built

Models Deployed

Akeel Rishan

AI Engineer

Open Source Contributor

AI Research Enthusiast

Production Systems Builder

Skills

Technical Skills

LLMs & Prompting

GPT-4ClaudeGeminiMistralLlama

Proficiency94%

AI Agents

LangGraphCrewAIAutoGenTool UseReAct

Proficiency90%

RAG Systems

LlamaIndexPineconeWeaviateChromaFAISS

Proficiency92%

MLOps

HuggingFaceW&BMLflowDockerGitHub Actions

Proficiency84%

Backend

FastAPIPostgreSQLRedisPythonREST APIs

Proficiency88%

Frontend

Next.jsTypeScriptReactTailwindFramer Motion

Proficiency86%

Projects

Projects by Akeel Rishan

Featured Project

Multi-Agent Workflow System

Coordinated agents that plan, execute, validate, and report complex work.

Architecture

Frontend->

API->

AI Layer->

Redis->

LLM

Agents

3x faster

Speed

89%

Success

LangGraphCrewAIPythonRedisFastAPI

AI SaaS Platform

Subscription-ready AI app with auth, billing, usage limits, and model routing.

Frontend->

API->

Auth->

AI Layer->

LLM

Next.jsStripeSupabaseOpenAITailwind

200 simulated

Users

98%

Uptime

sub-100ms

API

AI Voice Assistant

Low-latency voice assistant with transcription, synthesis, and conversational state.

Frontend->

Socket->

Speech->

AI Layer->

Voice

WhisperElevenLabsGeminiFastAPIWebSockets

<500ms

Latency

97%

Accuracy

Voices

Live AI Demos

Try small AI workflows directly in the portfolio.

Input

0 tokens

Output

Generated output will stream here as tokens arrive.

Resume Analyzer

Analyze a resume with AI-powered ATS feedback.

Drag and drop a PDF resume

PDF only. Tap to select or drag a file.

Articles

Akeel Rishan on Medium

Medium

Best Free AI Tools for Students in 2026: 25 Powerful AI Tools to Study Smarter, Write Better, and Save Hours

Read on Medium

Medium

AI Skills That Companies Are Hiring For Right Now (2026 Guide)

Read on Medium

Medium

50 AI Tools That Can Save You Hours Every Week

Read on Medium

Medium

I Used AI Every Day for 30 Days -Here’s What Changed

Read on Medium

Experience

Work Experience

AI Engineer Intern

Tessera

Remote

2026 - Present

Contributing to AI-powered product features with a focus on practical LLM workflows.
Supporting development of prompt flows, API integrations, and full-stack AI prototypes.
Learning production engineering practices across testing, debugging, and reliable deployment.

AI EngineeringLLMsPrompt EngineeringAPIsFull-Stack Development

Certifications