FULL-STACK DEVELOPMENT + APPLIED AI

I build the systems that
quietly run your business.

Web platforms, automated data pipelines, and AI features that actually ship — sized to a team that doesn't have an IT department to hand this off to. I spent the last year building exactly this, full time, for a live financial intelligence platform. Now I build it for you.

1 YEAR IN PRODUCTION2,000+ COMPANIES TRACKED DAILY24/7 AUTOMATED PIPELINESAI/RAG SYSTEMS SHIPPED
SOUND FAMILIAR?

Businesses don't need "AI." They need three fewer manual steps in their week.

Nobody actually wants a chatbot. They want to stop answering the same question forty times a week. Nobody wants "machine learning." They want to stop losing an afternoon to a spreadsheet that should update itself. AI is only useful when it removes a specific, named piece of friction — everything else is a demo, not a solution.

Automated data pipeline visualization

Are you or your team manually pulling data from the same sources every day?

That's a background job, not a job for a person. I build systems that scrape, monitor, and update themselves — the kind that ran unattended, 24/7, tracking 2,000+ companies for the platform I worked on.

Semantic document search visualization

Do you have a mountain of documents, records, or historical data nobody has time to search properly?

That's what retrieval and semantic search are for — asking a plain-English question and getting a real answer, instead of a folder of PDFs and a prayer.

Full-stack platform rebuild visualization

Is your current website or internal tool held together by whoever built it three years ago, who's since left?

That's a full-stack rebuild — the unglamorous kind of AI-services work most agencies skip because it isn't flashy. It's also usually where the actual bottleneck is.

How this works

For smaller teams

Built for how a small or growing business actually decides to spend money.

You're probably not sitting on a big-agency budget or a procurement department to absorb the risk if a project goes sideways — you're the person who has to answer for it. So the engagement is built around three things.

Start with the smallest useful version

You don't need a "platform" when what you need is one working automation or feature. Scope grows only once it's proven itself.

Fixed scope before anything starts

You'll know the cost and the timeline up front — not three invoices in, and not billed by the hour with no ceiling.

One person, start to finish

No account manager relaying messages to "the dev team." The person who quotes the price is the person who writes the code.

WHAT I DO

Six things, done properly, instead of twenty things done half-way.

01

Full-Stack Web Development

The platform, dashboard, or internal tool your business actually runs on — built to be maintained, not just demoed.

Next.jsReactTypeScriptPostgreSQLSupabase

02

AI Integration

Chat interfaces, semantic search, and automation built on real language models — scoped to a specific business problem, not bolted on because it's trendy.

OpenAILangChainVector SearchRAG

03

Data Pipelines & Automation

Background systems that collect, clean, and deliver data without a person babysitting them — the kind that run at 3 a.m. without anyone noticing, because nothing broke.

PythonFastAPIPlaywrightDocker

04

Android App Development

Native Android apps built in Kotlin — not a repackaged web view pretending to be an app. Built to actually perform on the hardware it runs on.

KotlinJetpack ComposeRoomFirebase

05

iOS App Development

Native iOS apps built in Swift, from the App Store listing to the backend that powers them — not a cross-platform compromise dressed up as native.

SwiftSwiftUICore DataCloudKit

06

On-Premise AI Tools

Custom AI systems that run on your own infrastructure instead of a third party's servers — for businesses where customer data, contracts, or records can't leave the building.

Local LLMsOllamaSelf-HostedData Isolation
Stock price pipeline deployment

2,000+

African public companies tracked daily, across 10 exchanges, without a person touching the pipeline.

24/7

Uptime on automated data systems built and maintained — zero manual intervention required.

Recent Shipped Systems

Real software applications in live production

Every project below represents an active software application or data pipeline engineered for real users.

Akinia Companies
Automated stock price pipeline
Akinia Overview
AI Search Interface
Havilah Academy
Havilah Studios
Akinia Companies
Automated stock price pipeline
Akinia Overview
AI Search Interface
Havilah Academy
Havilah Studios
Akinia Reports
News Pipeline DB
Akinia Public Markets
Akinia Valuations
Academy Student Dash
Havilah Web Pricing
Akinia Reports
News Pipeline DB
Akinia Public Markets
Akinia Valuations
Academy Student Dash
Havilah Web Pricing
Akinia Market Intelligence Platform
FINANCIAL INTELLIGENCE · FULL-STACK

Akinia Market Intelligence Platform

A financial intelligence platform giving investors and dealmakers a unified view of African market data, company metrics, and macroeconomic indicators.

Next.js 14SupabaseTypeScriptPostgreSQL
Multi-Exchange Stock Price Pipeline
DATA AUTOMATION PIPELINE

Multi-Exchange Stock Price Pipeline

An automated scraping microservice collecting real-time stock data for 2,000+ public companies across 10 exchanges — running 24/7 without manual intervention.

Python 3.13FastAPIhttpxSupabaseDocker
Natural Language AI Search Engine
AI ENGINEERING · PRODUCTION CASE STUDY

Natural Language AI Search Engine

A production semantic search engine enabling users to query complex financial data using plain English prompts instead of rigid database filters.

OpenAI EmbeddingspgvectorPostgreSQLReact Query

Direct engineering partnership with zero agency bloat.

When you work with me, you work directly with the engineer who models the database, builds the user interface, and deploys the backend infrastructure. No handoffs, no middle management, and no communication lag.

Why Clients Work With Me

Direct communication with the engineer writing your production code — no middle managers.
Fair, value-based technical pricing without high agency overhead costs.
Proven track record shipping full-stack platforms, automated data scrapers, and production AI features.
HOW WE'D WORK TOGETHER

No 40-page proposal.
Just four steps.

A clear, predictable process from first call to handover — so you always know what's happening, what it costs, and what happens next.

01

Call

A free 20–30 minute call. You describe the problem, I tell you honestly whether it's a good fit for AI/automation or whether it's actually a simpler fix.

02

Scope

A short written scope: what gets built, what it costs, how long it takes. No surprise line items later.

03

Build

I build in the open — regular check-ins, working previews, not a black box that reappears in six weeks.

04

Handover

You get the finished system, clean documentation, and a clear answer on ongoing support if you want it. Nothing held hostage behind a retainer you didn't agree to.

Got a process that's still run by hand? Let's talk about whether it should be.

One call. No obligation. Worst case, you leave with a clearer idea of what to build and when — even if it's not with me.