You will get a custom AI workflow or content pipeline for your business
Project details
Most businesses know AI should be saving them time. The problem isn't the technology – it's that nobody has sat down and actually built it into how your business operates.
I'm a former Google Program Manager and Marqeta Senior Manager with 25 years of operational leadership. Over the last 16 months I built and ran a complete AI production pipeline from scratch – 30 products launched, 2 million pages read, a live AI platform built at authorshaven.io. I didn't theorize about AI. I engineered it, broke it, fixed it, and scaled it.
I bring that same hands-on approach to your business. I'll design and build a custom AI workflow or automation pipeline tailored to exactly how you operate – whether that's content production, customer communication, document processing, or internal operations.
What you get: a working, documented system your team can run independently. Not a recommendation deck. Not a chatbot that breaks in week two. A production-ready pipeline built by someone who has actually done this.
I'm a former Google Program Manager and Marqeta Senior Manager with 25 years of operational leadership. Over the last 16 months I built and ran a complete AI production pipeline from scratch – 30 products launched, 2 million pages read, a live AI platform built at authorshaven.io. I didn't theorize about AI. I engineered it, broke it, fixed it, and scaled it.
I bring that same hands-on approach to your business. I'll design and build a custom AI workflow or automation pipeline tailored to exactly how you operate – whether that's content production, customer communication, document processing, or internal operations.
What you get: a working, documented system your team can run independently. Not a recommendation deck. Not a chatbot that breaks in week two. A production-ready pipeline built by someone who has actually done this.
AI Algorithms
Large Language Model, Transformer ModelAI Applications
AI Content Creation, AIOps, Conversational AIAI Models
ChatGPTWhat's included
| Service Tiers |
Starter
$450
|
Standard
$650
|
Advanced
$950
|
|---|---|---|---|
| Delivery Time | 7 days | 14 days | 21 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 | - | - | - |
Optional add-ons
You can add these on the next page.
Additional Revision
+$50Frequently asked questions
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MK
Mercy K.
Jan 6, 2026
Amazon KDP Book Formatter Needed
Marcin was a delight to work with. He is a clear communicator who handled the project as if it were his own. Highly recommended!
About Marcin
AI Workflow Consultant | Business Automation | LLM Pipeline Design
Loziska, Poland - 9:31 am local time
I'm a former Google Program Manager and Senior Manager at Marqeta who spent the last 16 months doing one thing: stress-testing AI in a real production environment. Not theorizing. Building.
I designed and operated a full LLM pipeline from scratch – drafting, editing, quality control, publishing, marketing. The result: 30 products launched, 2M+ pages read, a live AI-assisted platform (Author's Haven). Every bottleneck you can imagine, I hit it and fixed it.
What I actually do for clients:
✅ Audit your current workflow and identify exactly where AI saves you time and money
✅ Design and build LLM pipelines that fit how your business actually works
✅ Set up quality control systems so AI output doesn't embarrass you
✅ Connect your existing tools into one coherent automated system
I bring 25 years of operational leadership to every engagement. I don't sell you a chatbot and disappear. I build systems that keep working after I leave.
If your business is wasting hours on tasks AI should be handling – let's talk.
Steps for completing your project
After purchasing the project, send requirements so Marcin can start the project.
Delivery time starts when Marcin receives requirements from you.
Marcin works on your project following the steps below.
Revisions may occur after the delivery date.
Discovery & Scoping
I review your requirements and map your current workflow to identify the exact build plan
Pipeline Design
I design the AI workflow architecture and confirm the approach with you before building