TED SIMWA.
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TED

SIMWA.

Full Stack AI Developer & Systems Architect

Full-stack AI systems, architected
to turn complexity into advantage.

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React Next.js TypeScript Python Docker AWS PostgreSQL LangChain Node.js Redis React Next.js TypeScript Python Docker AWS PostgreSQL LangChain Node.js Redis
01 // About

I design and build production-ready AI systems that turn complexity into competitive advantage. From architecting retrieval-augmented generation pipelines to deploying full stack platforms on cloud infrastructure, I own the entire lifecycle from concept to deployment.

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Years Experience
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Projects Delivered
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Clients Served

Based in Nairobi, I work remotely with global clients, delivering systems that scale. My work consistently drives measurable outcomes: faster workflows, higher model accuracy, and infrastructure that grows with your business.

Download Resume →
Ted Simwa | Full Stack AI Developer & Systems Architect based in Nairobi

Every line of code serves your bottom line.

02 // Services

From AI pipelines to production infrastructure. I design and build full-stack systems that turn complexity into measurable advantage.

AI & Automation

Integrating LLMs and RAG into business workflows to automate document analysis, customer support, and data pipelines with measurable accuracy gains.

Web Applications

Fast, SEO-optimized frontends built with Next.js and React that convert visitors into customers and keep them engaged at every touchpoint.

Cloud Architecture

API-first backends and cloud infrastructure designed to grow with your user base. No rewrites. No bottlenecks. Just clean, scalable systems.

Data & Analytics

Data pipelines and analytics infrastructure that turn raw information into actionable insights, powering smarter decisions at every level.

DevOps & Platform

CI/CD pipelines, containerized deployments, and cloud infrastructure that keep your platform running reliably at any scale, under any load.

03 // Featured Work

Five selected projects that demonstrate real outcomes across AI, web, API, and infrastructure.

DocuMind AI | Document Intelligence System
01 RAG & AI

DocuMind AI

2025

Secure enterprise document analysis platform with semantic vector search and RAG pipelines. Cuts retrieval time by 80% with sub-second query latency across thousands of documents.

Simca Agencies | Service Booking Platform
02 Web App

Simca Agencies

2025

Professional corporate website transforming a cleaning company's digital presence from zero to a 20+ page platform with interactive maps, smart booking, and WhatsApp integration.

SwiftCart | High-Uptime E-Commerce Platform
03 E-Commerce

SwiftCart

2025

Full-stack e-commerce platform with native M-Pesa STK Push, real-time Socket.io updates, Redis caching, and a production-ready monorepo architecture across 23 pages.

Enterprise Gateway API | Production-Grade API Gateway
04 API / Backend

Enterprise Gateway API

2026

Production-grade API gateway with FastAPI, PostgreSQL, Redis, Celery, and a React admin dashboard. Centralizes auth, rate limiting, caching, and observability across microservices.

AERO Precision Cycling | Brand & Web Experience
05 Brand / Web

AERO Cycling

2026

Luxury bicycle brand showroom built entirely with vanilla HTML, CSS, and JavaScript — no frameworks, no dependencies, just hand-crafted cinematic web experiences across 8 pages.

04 Career & Education
  • Lead Architect Spearheaded 5+ global client projects across SaaS & E-commerce, delivering end-to-end solutions from system to production.
  • Production Engineering Architected and deployed 3 production systems handling 10K+ daily users with 99.9% uptime.
  • AI & Performance Integrated AI-augmented workflows and performance optimization pipelines.
  • Model Refinement Improved accuracy by 15% across 500+ evaluation sessions through structured feedback and adversarial testing.
  • NLP Optimization Reduced data processing time by 20% for production LLM systems.
  • Component Architecture Built a reusable React library cutting redundant code by 30% across 4 simultaneous projects.
  • Enterprise Delivery Shipped 6 production modules ahead of schedule, enabling 25% faster user workflows with zero critical bugs.
  • Core CS Strong foundation in algorithms, data structures, and software engineering principles.
  • Specialization Applied machine learning and distributed systems design.
  • Full-Stack React, Node.js, cloud deployment, Docker, Kubernetes, and microservices architecture.
  • RAG & Agents Retrieval-Augmented Generation architectures, agentic AI systems, LLM integration, and vector search.
  • Architecture Enterprise systems design, cloud infrastructure, and solution integration patterns.
  • Management Agile methodologies, stakeholder communication, risk management, and project lifecycle.
  • Cloud Solution design on AWS, scalable architecture, cost optimization, and cloud-native services.
05 // Kind Words
Ted built our entire Simca Agencies service booking platform from the ground up. The system streamlined our client onboarding, automated scheduling, and gave us a polished online presence that directly drives new business. Professional work, delivered on time.
David S. Founder, Simca Agencies
06 // Connect

Let's build something that scales.

Full-stack AI systems, production architecture, and strategic engineering. Whether you're launching a platform, integrating intelligence into your workflow, or scaling an existing system. I help turn complexity into advantage. Based in Nairobi, working with clients globally.

Available for new projects
Common Questions

2-4 weeks for most web projects. Complex AI systems typically run 4-6 weeks. I'll give you a clear timeline before we start.

Fixed-price with transparent scoping. I break every project into phases with agreed deliverables, so you know exactly what you're paying for at each stage.

I work remotely with clients across all time zones. Based in Nairobi (GMT+3) with strong overlap with European and US business hours.

React, Python, Node.js, and cloud infrastructure across AWS and Azure. For AI projects I work with LLM APIs, vector databases, and RAG architectures to build production-grade intelligent systems.

I offer maintenance retainers for bug fixes, updates, and feature additions. Many clients continue on a monthly basis after the initial build.

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