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You will get AI Workflow Automation Audit
Project details
Before building anything, you need to know where AI will actually move the needle and where it will waste money.
I'll map how your team works, identify the 3–5 highest-ROI automation opportunities, and hand you a concrete roadmap: what to build, in what order, with which tools, and effort estimates for each.
This is an engineer's assessment of your real workflows, written by someone who ships the systems I'm recommending.
What you get:
60-min structured discovery call (recorded if you want it)
Written audit report (8–15 pages): workflow map, gap analysis, 3–5 opportunities ranked by ROI and effort
For each opportunity: problem statement, recommended approach, tech stack, effort estimate, risks
30-min follow-up call to walk through findings
What's not included: implementation, or access to your systems (this is a discovery engagement).
Best fit for: companies that know they should be doing more with AI but aren't sure where to start, or who want a solid brief before hiring an AI engineer.
I'll map how your team works, identify the 3–5 highest-ROI automation opportunities, and hand you a concrete roadmap: what to build, in what order, with which tools, and effort estimates for each.
This is an engineer's assessment of your real workflows, written by someone who ships the systems I'm recommending.
What you get:
60-min structured discovery call (recorded if you want it)
Written audit report (8–15 pages): workflow map, gap analysis, 3–5 opportunities ranked by ROI and effort
For each opportunity: problem statement, recommended approach, tech stack, effort estimate, risks
30-min follow-up call to walk through findings
What's not included: implementation, or access to your systems (this is a discovery engagement).
Best fit for: companies that know they should be doing more with AI but aren't sure where to start, or who want a solid brief before hiring an AI engineer.
AI Algorithms
Large Language ModelAI Applications
AIOpsAI Models
ChatGPT, OpenAI CodexWhat's included
| Service Tiers |
Starter
$500
|
Standard
$1,200
|
Advanced
$2,500
|
|---|---|---|---|
| Delivery Time | 5 days | 7 days | 9 days |
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
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JO
Juan Pablo O.
Oct 28, 2022
Part to Full time Contractor EST
Mariano is incredibly professional and knowledgeable in the AWS space. He helped us automate the provisioning of various Kubernetes clusters and supported our customer's developers in moving various monoliths to micro-services. He always provided efficient and quick solutions to any issue we’ve thrown in his direction in a very responsive and professional manner. Highly recommended!
AC
Antonio C.
Oct 21, 2022
Dev Ops Manager / OfficerAWS / CI/CD pipeline
Mariano is easy to work with, with a great set of skills in the world of infrastructure. Thanks for all your help Mariano!
BF
Bob F.
Oct 14, 2022
Hands-on SRE to write an educational article for peers.
Thank you, Mariano!
AV
Ailin V.
Jul 29, 2020
Expert AWS DevOps Engineer
Mariano is the best DevOps! Highly motivated, professional and handle quick any type of situation. We're happy to work with Mariano!
JS
Juan Manuel S.
Jul 13, 2020
DevOps Expert
Mariano is simply one of the best DevOps out there. he is not your typical freelancer, he is very smart always thinking outside the box, picking things very easily and helping in every way he can. I would love to work with him in the future
About Mariano
Engineering Leader / Staff Engineer - Cloud / Distributed Systems / AI
Florida, Argentina - 10:35 am local time
I do two things well that rarely show up together: I go deep on the hardest technical problem in the room, and I build, hire, mentor, and lead the people who solve the next hundred. A teammate once called me a "swiss army knife." I'm comfortable at the whiteboard, in the terminal, in a 1:1, and in front of a client.
Some specifics:
- Range. I've worked in backend, cloud, platform, SRE, security, media, and fintech. I get productive fast in an unfamiliar domain and enjoy the ramp. A new stack is the fun part.
- AI, in production. I work with LLMs directly: writing prompts, protecting the context window, controlling cost, cutting hallucinations, and deciding where a system stays deterministic and where it can go heuristic. I ship AI into products that hold up in production.
- People. I've built teams from scratch, designed hiring processes, run tech talks, and mentored 15+ engineers into their next level.
- Markets. I took time off to build AI and fintech systems and go deep on markets and trading. I speak "finance" better than most engineers, which helps when the product is money.
I'm building independently right now and looking for my next big challenge: remote, senior, ambitious. If you're growing a platform or a team, message me.
Stack I reach for: Go, Java, Python, AWS, Kubernetes, Terraform, distributed systems, observability. Also Linux, open source, and spaceships.
Steps for completing your project
After purchasing the project, send requirements so Mariano can start the project.
Delivery time starts when Mariano receives requirements from you.
Mariano works on your project following the steps below.
Revisions may occur after the delivery date.
Discovery complete
Call conducted, notes delivered
Report delivered
Full written report + follow-up call