You will get A Step-by-Step AI Strategy Roadmap to Save Costs & Automate Workflows
Project details
Most AI projects fail due to poor architectural planning, not bad code. Before spending thousands on development, get a clear Technical Roadmap and Feasibility Audit from a Senior AI Architect.
I bridge the gap between deep research (Computer Vision, LLMs) and real-world enterprise deployment. Whether you need to automate visual inspection, build a private RAG chatbot, or deploy an autonomous agent, I ensure your idea is technically viable and profitable.
Why choose this consultation?
-Commercial Focus: I calculate latency, cloud costs, and ROI—not just model accuracy.
-Full-Stack Vision: My roadmaps cover everything: Data => Model (YOLO, Transformers) => API (FastAPI, Docker) => UI.
-Global & Multilingual: Fluent in Arabic, English, and French, I specialize in cross-border AI deployments.
What you get:
-Starter: A strategy call to answer "Is this possible?" + cost estimate.
-Standard: A full Technical Architecture Document detailing the exact stack and build process.
-Advanced: A working Proof-of-Concept (MVP) script to prove the core feature works on your data.
Don't burn budget on hype. Let's build a solution that works.
I bridge the gap between deep research (Computer Vision, LLMs) and real-world enterprise deployment. Whether you need to automate visual inspection, build a private RAG chatbot, or deploy an autonomous agent, I ensure your idea is technically viable and profitable.
Why choose this consultation?
-Commercial Focus: I calculate latency, cloud costs, and ROI—not just model accuracy.
-Full-Stack Vision: My roadmaps cover everything: Data => Model (YOLO, Transformers) => API (FastAPI, Docker) => UI.
-Global & Multilingual: Fluent in Arabic, English, and French, I specialize in cross-border AI deployments.
What you get:
-Starter: A strategy call to answer "Is this possible?" + cost estimate.
-Standard: A full Technical Architecture Document detailing the exact stack and build process.
-Advanced: A working Proof-of-Concept (MVP) script to prove the core feature works on your data.
Don't burn budget on hype. Let's build a solution that works.
Machine Learning Tools
PythonWhat's included
| Service Tiers |
Starter
$150
|
Standard
$500
|
Advanced
$1,200
|
|---|---|---|---|
| Delivery Time | 2 days | 5 days | 10 days |
Number of Revisions | 0 | 1 | 2 |
Number of Scenarios | 1 | ||
Model Validation/Testing | - | - | |
Model Documentation | - | ||
Data Source Connectivity | - | - | |
Source Code | - | - |
Frequently asked questions
About Abderrahmane
Medical AI & Computer Vision Engineer | MICCAI 2026 author
Yantai, China - 8:56 am local time
🔹 Latest: My paper "mHC-EDLDNet" was selected from a record 4,601 submissions to MICCAI 2026 — the world's leading conference in medical image computing. The work introduces a new efficient architecture for medical image segmentation: comparable or better accuracy at a fraction of the typical compute cost.
What I can help you with:
• Medical image segmentation (CT, MRI, X-ray, histopathology, ultrasound)
• Custom deep learning architectures (PyTorch / TensorFlow)
• Model optimization for edge / low-resource deployment
• Research-grade pipelines: data prep, training, evaluation, ablations
• Technical writing for papers, white papers, and grants
Who I work best with:
Startups in health tech, research labs needing implementation muscle, and teams who want production-grade ML rather than notebook prototypes.
If you're tackling a hard medical imaging problem — or any computer vision task where accuracy and efficiency both matter — send me a message with a few details about your project and I'll tell you honestly whether I can help.
Steps for completing your project
After purchasing the project, send requirements so Abderrahmane can start the project.
Delivery time starts when Abderrahmane receives requirements from you.
Abderrahmane works on your project following the steps below.
Revisions may occur after the delivery date.
Discovery & Data Review
I review your requirements and inspect your data samples to check for quality, bias, and technical feasibility before we build anything.
Strategy & Architecture Design
I select the optimal tech stack (LLMs vs. Vision, Cloud vs. Edge) and design the system architecture to match your budget and scale.