You will get a 5-day AI integration audit identifying 3-5 ROI-backed opportunities
Project details
You've heard AI can transform your business. You've seen 50 LinkedIn posts about it. You still don't know where to actually start.
This audit gives you a clear, evidence-based answer in 5 working days.
WHAT YOU GET:
• Analysis of your stack, workflows, and data
• 3-5 concrete integration opportunities with implementation outlines
• ROI estimate per opportunity (time saved, revenue lift, cost reduction)
• Implementation roadmap ordered by impact-to-effort
• 60-min Zoom walkthrough + 10-15 page PDF report
WHO IT'S FOR:
• SaaS founders wanting AI features but unsure which ones move the needle
• Agency owners considering AI offerings for clients
• PMs needing a clear-eyed assessment, not hype
WHAT IT'S NOT:
A generic 10-use-cases PDF. An upsell funnel. Hype about AGI.
MY BACKGROUND:
I build AI-powered SaaS end-to-end - direct OpenAI/Anthropic API integration, voice AI pipelines, AI security gateways, multi-tenant SaaS with billing. Previously a Network Engineer at Amazon managing UK distribution infrastructure for 3+ years.
Questions? Message me - I reply within hours UK time.
This audit gives you a clear, evidence-based answer in 5 working days.
WHAT YOU GET:
• Analysis of your stack, workflows, and data
• 3-5 concrete integration opportunities with implementation outlines
• ROI estimate per opportunity (time saved, revenue lift, cost reduction)
• Implementation roadmap ordered by impact-to-effort
• 60-min Zoom walkthrough + 10-15 page PDF report
WHO IT'S FOR:
• SaaS founders wanting AI features but unsure which ones move the needle
• Agency owners considering AI offerings for clients
• PMs needing a clear-eyed assessment, not hype
WHAT IT'S NOT:
A generic 10-use-cases PDF. An upsell funnel. Hype about AGI.
MY BACKGROUND:
I build AI-powered SaaS end-to-end - direct OpenAI/Anthropic API integration, voice AI pipelines, AI security gateways, multi-tenant SaaS with billing. Previously a Network Engineer at Amazon managing UK distribution infrastructure for 3+ years.
Questions? Message me - I reply within hours UK time.
AI Algorithms
Large Language ModelAI Applications
AI Chatbot, Conversational AIAI Models
ChatGPT, GPT-4What's included
| Service Tiers |
Starter
$300
|
Standard
$600
|
Advanced
$1,200
|
|---|---|---|---|
| Delivery Time | 3 days | 5 days | 10 days |
Number of Revisions | 1 | 2 | 3 |
AI Model Integration | - | - | - |
Batch Normalization | - | - | - |
Database Integration | - | - | - |
Detailed Code Comments | - | - | - |
Image Upscaling | - | - | - |
MLOps | - | - | - |
Model Deployment | - | - | - |
Model Documentation | - | - | - |
Model Monitoring | - | - | - |
Model Testing & Optimization | - | - | - |
Model Tuning | - | - | - |
Natural Language Processing | - | - | - |
NLP Tokenization | - | - | - |
Pre-Training | - | - | - |
Prompt Engineering | - | - | - |
Setup File | - | - | - |
Source Code | - | - | - |
Frequently asked questions
About Kaylum
AI Engineer | OpenAI/Anthropic SaaS | Frontend + Backend
Salford, United Kingdom - 11:23 am local time
What I deliver:
- LLM integration with OpenAI, Anthropic, OpenRouter, plus voice models (Deepgram, ElevenLabs)
- Streaming chat and agent UX with SSE patterns
- AI security and guardrails — production LLM defence stacks, AI pentesting workflows
- Multi-tenant SaaS plumbing: auth (Auth0, Supabase Auth), team workflows, Stripe billing, usage quotas, API key lifecycle
- Full-stack: Next.js + TypeScript + Node/Express + Supabase/Postgres + Redis/BullMQ queues
- Browser extension and automation pipelines (Chrome MV3, scheduled scraping)
Recent production builds:
- SEO Commander — AI-powered SEO platform with multi-phase audited releases and 1,100+ test suite
- SyncSellr — Multi-tenant marketplace listing automation with Chrome MV3 extension
- Ragaurd — AI security gateway with proxy-before-forward defence and red-team scan orchestration
- PromptPit — Multi-model streaming LLM debate platform
- Voicetrader — Real-time voice AI pipeline (STT → LLM tool-loop → TTS)
- Custom LLM security stack on AWS — 6-layer defence for prompt injection mitigation
Background: 3+ years as a Network Engineer at Amazon, leading greenfield data centre buildouts and managing 24/7 production infrastructure across UK distribution operations. Transitioned to AI/SaaS development in 2024 — now ship full-stack AI products independently.
How I work: Fast prototype-to-production-lean implementation. Clear scope, clear timeline, frequent demos. Based in Manchester, UK — available for remote work globally.
Steps for completing your project
After purchasing the project, send requirements so Kaylum can start the project.
Delivery time starts when Kaylum receives requirements from you.
Kaylum works on your project following the steps below.
Revisions may occur after the delivery date.
Kickoff call
30-minute call to understand your business, current stack, key workflows, and goals. I'll share a short questionnaire to fill in beforehand.
Discovery
I dig into your stack, workflows, and data. May request read-only access to code repos, documentation, or recorded walkthroughs of key processes.