012026
DiraFlagship
AI real estate intelligence
Location intelligence for property decisions — scoring, land cautions and commute insight over a spatial data engine.
- NestJS
- Next.js
- PostGIS · H3
- Python geo-ml
- MapLibre
- LLM
AI ENGINEER · CYBERSECURITY · FULL-STACK ENGINEER
Imelda Hope
I build AI-powered products end to end — and care about securing every layer on the way.
scoped to my work · rate-limited · self-hosted
Selected work
022026
Kanisa OS
AI multi-tenant church operating system
A multi-tenant operating system for churches — each congregation an isolated tenant over a shared, hardened platform. AI turns sermon notes into presentation slides, drafts announcements and summaries, and surfaces scripture references. Her own venture.
- Django · django-tenants
- DRF
- Next.js
- PostgreSQL
- LLM
- Docker
032023
Motokaa
Car marketplace
Explore, rent, buy or sell cars across the region — a fast, clean Next.js marketplace over a curated fleet, with dynamic car photography from the CarImages API served through a server-side signed-URL proxy.
- Next.js 16
- TypeScript
- Tailwind
- CarImages API
042025
Vertix
Portrait-mode video app
A short-form video app with a dynamic feed, auth, ad monetization and a coin-based reward system.
- React Native
- TypeScript
052024
Home-Hub
Real estate management
Browse and manage properties — houses, apartments, villas — with search, filtering and a clean, responsive interface.
- JavaScript
062025
MindscribeBuilding
Journaling app
A focused journaling app for capturing daily thoughts and reflections. In active development — refining the writing flow and rounding out features.
- Next.js
- TypeScript
- Tailwind
072025
Filamu
Movie & series browser
Browse trending, top-rated and upcoming films and series with rich TMDB data — ratings, cast and details — behind Clerk auth, in a retro VHS-styled interface.
- Next.js 16
- TypeScript
- Tailwind
- Clerk
- TMDB API
- TanStack Query
082026
WebScout
Subdomain recon & live-host enumeration
Enter a target domain and WebScout runs subfinder piped into httpx, streaming enriched live-host results to the browser in real time over SSE, then exports HTML, CSV and JSON reports — with optional Discord, Slack or Telegram alerts on completion or failure.
- Python · FastAPI
- Vanilla JS · HTML/CSS
- SSE
- subfinder
- httpx
092026
Injection RangeBuilding
LLM prompt-injection playground
An interactive lab where visitors try to jailbreak a scoped LLM — and watch the defenses (scoping, injection filters, rate limits) hold. The same defense-in-depth model that guards this site's own agent, made playable.
- Next.js
- TypeScript
- Self-hosted LLM
- Guardrails
102026
IaC SentinelPlanned
LLM-assisted security linter
Scans infrastructure-as-code (Terraform, Docker, CI config) for misconfigurations and insecure defaults, then explains each finding — and the fix — in plain language.
- Python
- Static analysis
- LLM
LIVE SYSTEM
The systems I build have many moving parts — services, data, models — talking constantly. This one is wired to my real GitHub activity: each node is a repo, lighting as I push and ship.
Live · github.com/ImeldaHope · last 30 public eventsAbout
I'm Imelda Hope — an AI engineer and full-stack developer, with a cybersecurity focus. I like owning the whole stack: designing the data model, shipping the API, wiring the AI, and hardening it end to end.
Toolkit
- Python
- Next.js
- React
- TypeScript
- NestJS
- Django
- PostgreSQL
- PostGIS
- LLMs / geo-ml
- Docker
- AppSec