Shahvez Fazail

AI Automation Engineer · Agent Systems · Multi-Modal Pipelines · Workflow Architect

shahvez@gmail.com |+44 7424 138589 |High Wycombe, UK
Canadian Citizen · Full UK Work Rights
15+
APIs Orchestrated
9
Production Systems
40h → 2h
Video Pipeline
15+ yrs
Linux Infra
▶ Live Output

These Documentaries Were
Created Automatically.

Every element — research, script, voice narration, imagery, B-roll, overlays, title cards, chapter markers, and final render — produced by a single automated pipeline. One click. 11–15 APIs. Zero manual editing.

🎬

100% AI-Generated True Crime Documentaries

Each 25-minute episode is produced end-to-end by an automated Python pipeline running on a self-hosted VPS.

2 Children Vanished. Their Mom Planned a Wedding Instead.

Lori Vallow case · 25 min
ClaudeElevenLabsGemini PexelsFFmpegCLIP
▶ Watch on YouTube

Sherri Papini: The 22-Day Lie That Fooled America

Sherri Papini case · 24 min
ClaudeElevenLabsGemini PexelsFFmpegBing
▶ Watch on YouTube
Pipeline Architecture

The Documentary Pipeline —
One Click to Finished Video.

1

Research

Google CSE · Bing API

2

Script

Claude API

3

Voice

ElevenLabs cloned TTS

4

Imagery

Gemini 2.5 · Bing Image

5

B-Roll

Pexels Video API

6

Context

CLIP frame extraction

7

Overlays

Pillow procedural

8

Render

FFmpeg · 7 effects

Checkpoint-based recovery. Ken Burns / parallax / motion overlays via FFmpeg, Pillow-generated lower thirds / photo frames / title cards, CLIP reference-frame extractor. Each episode: ~40 hours manual → under 2 hours automated.
Case Study Gallery

End-to-End Business Automation —
Designed & Built by Me.

AI Real Estate Video Tour Automation
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Real Estate

AI Real Estate Video Tour Automation

HomeVista Realty
90% faster turnaround, zero manual editing per listing — automated property tours with AI-generated voiceover, imagery, and final render.
AI Lead Qualification & Sales Automation
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SaaS

AI Lead Qualification & Sales Automation

OrbitSaaS CRM
64% more qualified leads, close rate lifted 18% → 29% — agentic lead scoring + auto-routing into the rep's day.
AI Accounting & Invoice Automation
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Finance

AI Accounting & Invoice Automation

LedgerFlow Finance
85% less manual entry, 99.2% accuracy — invoice extraction, GL coding, and approval routing fully automated.
AI Dispatch & Delivery Automation
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Logistics

AI Dispatch & Delivery Automation

Velocity Logistics
82% faster dispatch, 1,000+ hours/month saved — route optimisation + driver-facing AI dispatcher.
AI-Driven Product Catalog Automation
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E-Commerce

AI-Driven Product Catalog Automation

NovaStyle E-Commerce
92% faster uploads, 200+ products daily — image enhancement, copy generation, and SEO meta done in one pass.
AI Claims Processing Automation
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Healthcare

AI Claims Processing Automation

MediSure Health
75% faster claims, 95% automation coverage — eligibility, coding, and clean-claim review handled by agents.
Production Control Center

Abyss Studio.

Abyss Studio is the custom-built web frontend that drives the documentary pipeline. It provides a visual interface to select cases, configure API settings, monitor pipeline stages, and preview output — turning a complex multi-API orchestration into a one-click production workflow. Built on FastAPI + Jinja templates, deployed in Docker behind Traefik, with live OAuth-driven YouTube uploads and real-time cost tracking.

Abyss Studio — Submit form with Topic Scout
/studio · Topic Scout + Submit form
Abyss Studio — Render queue
/studio/queue · Live render queue with cost data
Abyss Studio — Analytics dashboard
/studio/analytics · Success rate, render volume, weekly trend
Abyss Studio — Cost dashboard
/studio/costs · Per-provider spend with reconciliation
Get in Touch

Let's build something
that actually ships.

Get in Touch → View Resume →