Building production-ready AI systems, data pipelines, and intelligent applications. Specialized in LLMs, RAG, and scalable cloud solutions.
100%
Success
450+
Hours
5.0
Rating
class AIEngineer:
expertise = [
"LLM & RAG Systems",
"Computer Vision",
"Data Engineering",
"Cloud Architecture"
]
def deliver(self, project):
return Production(
quality="exceptional",
timeline="on_time"
)Production
Deployed solutions, not prototypes
On-Time
Milestone deadlines met consistently
Documented
Clean code with full documentation
Supported
Post-delivery maintenance available
Streamlined workflow through Upwork for secure, professional collaboration.
Start on Upwork with secure payments and milestone tracking.
Regular updates, clear communication, and iterative delivery.
Monitor progress through your dedicated project dashboard.
Mathematical Foundations
Linear algebra, probability, and optimization underpin every AI solution.
Rigorous Testing
Statistical validation and metrics-driven evaluation for reliability.
Scalable Architecture
Systems designed with complexity analysis and performance in mind.
Production-ready solutions for complex technical challenges.
Production AI with GPT-4, Claude, LangChain, and vector databases.
Object detection, image classification, and visual analysis systems.
Intelligent document processing and automated data extraction.
Modern web applications with scalable architecture.
ETL pipelines, data warehousing, and analytics infrastructure.
Production deployments and infrastructure automation.
Loading projects...
100%
Job Success
5.0
Rating
50+
Projects
“Exceptional AI solution that exceeded expectations. His expertise in LLMs made all the difference.”
Sarah M.
Startup CEO
“Professional and technically brilliant. The RAG system transformed how we handle customer queries.”
Michael R.
Enterprise CTO
“Outstanding computer vision work. Delivered ahead of schedule with excellent documentation.”
David L.
Tech Lead
Project management for clients with active Upwork contracts. Track tasks, milestones, and deliverables.
To Do
In Progress
Done
Milestone: API Integration
Due in 5 days
Everything you need to know before we start working together.
Visit my Upwork profile to see reviews, work history, and begin a conversation.
View Upwork Profile25-40 hrs/week
Availability
< 1 hour
Response
best_time = "yesterday"
second_best = datetime.now()
# Your move
if ready_to_build:
hire("ayoub") # 100% success rate