> SIMANGALISO_VILAKAZI

Software Engineer • Systems Builder

Building calm, reliable software and infrastructure

STATUS:Shipping
LOCATION:South Africa
FOCUS:Web platforms, AI systems, real-world automation

SYSTEM.ACTIVITY

Sessions632
Streak11 days
Longest15h
Shipped7
less
more
* live stats from github & gitlab

LOGS/PRODUCTS

[PRODUCT] PAYCHASERSLIVE
TYPE:SaaS
PRICING:Free / Pro $9/month / Pro+ $18/month
GOAL:Sustainable recurring SaaS revenue
STACK:Next.js, TypeScript, Prisma, Tailwind CSS, Zapier

Automated payment reminders via email and WhatsApp. Built for anyone who's owed money and tired of asking twice. Chase rent, client payments, milestone payments, subscriptions, personal debts, and other balances from one system. Tone escalation from friendly to firm. Fully branded emails with customizable templates. Connects to 8,000+ apps via Zapier. Create chases automatically from Stripe, Google Sheets, HubSpot, Typeform, and more.

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[PRODUCT] PATHFORGEBETA
TYPE:EdTech & Mentorship Platform
PRICING:Free FOREVER / Premium planned for mentors & orgs
GOAL:Reduce youth and women unemployment by enabling practical, project-based skill development, mentorship, and career readiness
STACK:React, TypeScript, Vite, Node.js, Express, Prisma, PostgreSQL, TailwindCSS, Huawei Cloud (ECS, OBS)

PathForge is a free mentorship and skills development platform helping South African women and youth gain real work experience through project-based learning, addressing the country's high unemployment challenge.

ACHIEVEMENT
Top 10 Finalistof 955+ submissions
Huawei Cloud Developer Competition — Code4Mzansi · 2025
Stage: Finalist
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[PRODUCT] SENTINEL AILIVE
TYPE:Cybersecurity / Open Source
PRICING:Free / Open Source
GOAL:Real-time network threat detection with ML anomaly analysis
STACK:Python, Scapy, scikit-learn, Redis Streams, PostgreSQL, FastAPI, Next.js, TypeScript, Tailwind CSS, Docker

Watches your network traffic, learns what normal looks like, flags anomalies. Rule-based signatures catch known threats. Isolation Forest catches the rest. Runs locally, no cloud, no cost. Ships with a live dashboard.

[screenshot preview]
[PRODUCT] QUICKSALARIESLIVE
TYPE:SaaS
PRICING:Free / Pro $14.99 LIFETIME
GOAL:Authority
STACK:HTML, CSS, JavaScript, No framework, Microsoft Azure

Salary data aggregation. Transparent market insights.

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[PRODUCT] SWYFTSWAPARCHIVED
TYPE:Crypto / Platform
PRICING:5% flat fee
GOAL:Financial inclusion
STACK:Vue, JavaScript, TypeScript, Rust (Soroban smart contracts), Stellar blockchain
PHASE:Research ONGOING

Instant airtime-to-USDC. Non-custodial Stellar rails.

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[RESTRICTED] WORK EXPERIENCELOCKED

Professional work experience is available with an access code.

LOGS/SYSTEMS

[SYSTEM] SENTINELAI NODEACTIVE

Always-on intrusion detection node. Packet capture runs as a LaunchDaemon, while the analyzer and monitoring dashboard run in Docker. The ML model is retrained periodically on live baseline traffic.

STACK:Docker Compose, Redis, PostgreSQL, LaunchDaemon, Isolation Forest
NODE:Local (24/7)
ROLE:Threat Detection
[architecture diagram]
[SYSTEM] AI INFERENCE NODEACTIVE

Self-hosted LLM serving infrastructure powering AI features across multiple products, including the terminal on this portfolio. Handles model routing, SSE streaming, and tone-adaptive message generation for PayChasers. Powers autonomous marketing content generation via n8n workflow automation. Exposed through Cloudflare Tunnel with reverse proxy routing.

STACK:Ollama, Qwen 3.5, Qwen 2.5, Cloudflare Tunnel, SSE streaming, n8n
NODE:Local (24/7)
ROLE:AI Runtime
[architecture diagram]

ACKNOWLEDGEMENTS

Credited contributor to the radCAD open-source simulation framework.

Contribution:

  • - cadCAD compatibility mode
  • - CI pipeline improvements

COMMUNITY

Cape Software Community Blog

ROLE:Lead Developer & Maintainer (Commissioned Project)

Built the Cape Software Community website from the ground up as a commissioned bounty project and continue to maintain and evolve it.

STACK:Next.js, JavaScript, Tailwind CSS, Markdown content pipeline (react-markdown, remark), date-fns
FOCUS:Static generation, contributor-friendly architecture, community contribution flow
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