Muhammed Faiz Seitz
Architecting autonomous agent pipelines, civic intelligence platforms, and high-concurrency digital experiences.
Based in Durban, South Africa, I build end-to-end production systems that bridge sophisticated AI models with tangible societal impact. From state-level geospatial crime tracking and CAPS curriculum educational engines with 25,000+ learning assets, to NFC wristband micro-fintech and real-time multiplayer network simulations, my systems are designed for high performance, accessibility, and visual elegance.
Production Software & Research Systems
Showcasing full-stack applications with verified public domains, and specialized simulation engines directly linked to their GitHub repositories.
Aytada
AI-Powered Short-Form Video Ad Generation Engine
Transform product URLs and descriptions into high-converting, scroll-stopping social video ads. Automates scriptwriting, multi-scene storyboarding, AI video generation, voiceovers, and subtitles.
Clean and Clean
Grassroots Civic Action & Environmental Gamification
Nationwide environmental action platform mobilizing communities to clean up South Africa. Features ward-level cleanup campaigns, GPS bag collection audits, referral systems, and civic points leaderboards.
Decolonize: South Africa
Asymmetric Board Game & Neocolonial Flow Network
A digital asymmetric multiplayer strategy board game turning neocolonialism, capital flight, trust funds, and state capture into a tangible, playable economic network graph.
Durud Live
Global Real-Time Devotional Recitation PWA
Global real-time platform uniting the Muslim Ummah through collective devotional recitation. Features a live synchronized global counter, offline-first personal tally with haptic pulses, and live recitation lobbies.
Initra
Autonomous AI Project Scaffolding & Agent IDE Configs
Intelligent project bootstrapping engine that analyzes repository architectures and generates bespoke IDE agent configurations (GEMINI.md, AGENTS.md, CLAUDE.md, .cursorrules).
Kinetik
B2B Fight Gym Roster & Matchmaking Micro-SaaS
Specialized SaaS for MMA, Boxing, and BJJ fight academies to manage athlete records, medical certificates, training camps, and inter-gym matchmaking across weight divisions.
Schooler
CAPS Curriculum Dynamic Education & Assessment Platform
Flagship educational platform mapping the South African Department of Basic Education (DBE) curriculum. Ingests over 25,000 learning assets, 11,900+ past exam papers and memos, Mind the Gap study guides, and university masterclasses.
Lumina Work
Multi-Tenant South African HRO & Payroll Compliance SaaS
Comprehensive Human Resources Outsourcing (HRO) and automated payroll SaaS engineered specifically for South African statutory compliance (PAYE, UIF, SDL, IRP5, BCEA, and POPIA).
Mzansi Midnight
South African State Capture Noir RPG Anthology
An episodic 5-part connected Dice-and-Node Noir RPG anthology inspired by Citizen Sleeper and Disco Elysium. Maps the systemic anatomy of South African state capture, Eskom sabotage, and political syndicates.
Syndicate Mzansi Edition
Adversarial Cartel Threat-Clock Simulation Engine
Autonomous cartel and organized crime network simulation engine. Simulates extortion rings, cash-in-transit syndicates, tender collusion, and illegal mining rackets using probabilistic decision graphs.
Home Masjid
Global Inter-Masjid Geospatial Discovery & Community Bridge
A global geospatial platform connecting Muslim communities to local masjids. Features high-accuracy Adhan prayer schedules based on GPS coordinates, verified masjid administration, community notices, and crowdfunding.
Crime Intelligence
SAPS Precinct Heatmap & Criminal Syndicate Analytics
Geospatial crime intelligence platform aggregating and analyzing official South African Police Service (SAPS) statistics, precinct hotspots, crime category longitudinal trends, and syndicate activities.
Shaya Pay
Passive NFC Wristband Micro-Fintech for Informal Workers
Empowers informal workers (car guards, petrol attendants, security guards, casual trades) with digital identity, verification, and cashless customer tipping via passive NFC wristbands.
Visita Civic
South African Municipal Ward & Councillor Intelligence
Civic intelligence platform for South Africa, focusing on the 2026 local ward elections. Enables citizens to find their ward by address/GPS, inspect councillor track records, and review municipal performance metrics.
Would You Rather (Mzansi Edition)
Real-Time Cultural Dilemma Game & Live Party Mode
Interactive cultural dilemma game tailored with South African humor. Features 4 curated age tiers (Kids, Teens, Adults, After Dark 21+), big-screen Party Rooms, 1v1 Friend Duels, and real-time demographic polling.
Autonomous Scraping & Intelligence Suite
A production suite of high-throughput web crawlers, headless browser agents, and specialized data extractors deployed on Apify for market intelligence, RAG ingestion, and civic monitoring.
AI Music Generator Orchestrator
Multi-model pipeline coordinating lyrics generation, stem arrangement, and high-fidelity audio synthesis workflows.
AI News & Research Monitor
Aggregates breakthrough research papers, model releases, benchmark updates, and industry moves across major AI labs.
Brand Sentiment & Reputation Engine
Autonomous social media and review monitoring crawler extracting brand perception, polarity, and emerging customer sentiment.
Content Blueprint & Viral Outline AI
Extracts viral content outlines, competitor content structures, and search intent clusters to generate production-ready blueprints.
Cyber Security Threat & CVE Monitor
Monitors global vulnerability databases, zero-day alerts, CVE disclosures, and dark web breach forums in real time.
Deep Research Autonomous Web Agent
Multi-step agent performing recursive web queries, citation verification, cross-source fact checking, and executive report synthesis.
Domain & Infrastructure Inspector
Comprehensive DNS, SSL certificate chain, nameserver, mail security (SPF/DKIM/DMARC), and HTTP security headers analyzer.
Energy Sector & Grid Intelligence
Tracks power grid telemetry, load-shedding stages, renewable energy project tenders, and utility pricing trends.
Combat Sports Intelligence Engine
Scrapes athlete fight registries, bout results, fighter attributes, weight cut compliance, and promotion fight cards.
FoodTech & Agritech Intelligence
Crawls agricultural technology developments, grain market commodities, livestock pricing, and precision farming patents.
G2 & Capterra Review Scraper
Extracts validated enterprise software reviews, pricing tiers, feature comparison tables, and buyer complaints.
Games & Esports News Intelligence
Aggregates esports tournament results, game balance patches, prize pool announcements, and streaming viewership analytics.
GDELT Geopolitical Feed Monitor
Interfaces with the Global Database of Events, Language, and Tone (GDELT) to model international stability and geopolitical shifts.
Global Energy & Oil Intelligence
Macro energy scraper monitoring Brent crude, OPEC output decisions, LNG shipments, and pipeline flows.
Global Markets & Forex Intelligence
High-frequency financial indicator scraper covering central bank interest rates, forex pairs, and commodity price trends.
Health & Fitness Innovation Scraper
Extracts peer-reviewed fitness studies, medical supplements research, workout science, and longevity protocols.
IP & Autonomous System Inspector
Queries BGP route views, ASN allocations, CIDR blocks, abuse reporting endpoints, and reverse IP hosting graphs.
Luxury Lifestyle & Markets Intelligence
Monitors auction house records, luxury horology secondary markets, bespoke automotive sales, and elite real estate.
Niche Opportunity & Arbitrage Discovery
Surfaces emerging consumer search queries, micro-SaaS gaps, and underserved product verticals across multiple marketplaces.
Historical Archives & Milestone Engine
Historical event extraction engine querying historical databases, newspapers, and archives for daily historical context.
E-Commerce Product Intelligence Engine
Multi-store e-commerce price tracker, inventory change monitor, discount detector, and review analyzer.
Headless DOM-to-Markdown RAG Scraper
Strikes out ads, boilerplate navigation, and tracking scripts to output pristine semantic Markdown optimized for LLM token budgets.
Real Estate & Valuation Scraper
Captures residential and commercial property listings, calculates price-per-square-meter, and identifies rental yield anomalies.
Retail Innovation & D2C Trends
Monitors direct-to-consumer brand launches, payment gateway integration rates, and checkout conversion mechanisms.
South African National News Monitor
High-frequency crawler aggregating news across major South African media houses, state gazettes, and community bulletins.
South African Property & Deeds Intelligence
Specialized South African property crawler monitoring deeds registry transfers, municipal valuations, and suburb growth vectors.
SEO & SERP Keyword Dominance Analyzer
Parses Google and Bing organic rankings, People Also Ask questions, Knowledge Graph panels, and competitor backlinks.
Smart Video & Keyframe Analytics
Extracts full video transcripts, analyzes pacing, detects keyframe slide changes, and produces summarized chapter breakdowns.
SA eTender & Municipal Procurement Scraper
Monitors the South African National Treasury eTender portal, municipal RFQs, and state-owned entity procurement opportunities.
Topic & Virality Trend Aggregator
Identifies viral velocity and trending topics simultaneously across Reddit, Hacker News, X (Twitter), and Google Trends.
Universal Book & Curriculum Scraper
Scrapes book metadata, syllabus outlines, chapter summaries, and educational taxonomies for AI curriculum generation.
Universal PDF & Document ETL Engine
Bulk converts complex multi-column government PDF documents, tables, and scanned forms into structured JSON & Markdown.
Venture Capital & Deal Intelligence
Monitors tech startup funding rounds, lead investors, seed valuations, and venture syndicate announcements.
Web3 & Decentralized Protocol Intelligence
Crawls decentralized governance forums, smart contract deployment alerts, and DeFi liquidity pool metrics.
Global Wire & International Breaking News
Aggregates multi-source international wire reporting across geopolitical bureaus with multi-language translation hooks.
Commercial SMB Directory & Lead Scraper
Extracts local verified business leads, direct telephone numbers, street addresses, and trading categories for SMB outreach.
YouTube Metadata & Transcript Extraction Engine
High-throughput YouTube scraper extracting synchronized closed-captions, view acceleration velocities, tags, and chapter links.