Case Studies
Case Studies
Case Studies
Case studies
Case studies
Case studies
Recent Examples
Call Center
Call Center Operations, Waste Identified: $50K-100K
While working as an agent (not a consultant), I identified systematic inefficiencies costing 60-70% of agent productive time. Designed AI-powered solutions for lead qualification, call screening, and automation.
Bakery
Bakery Operations, designed in: 15 Minutes
Complete System Architecture in Under 30 Minutes During a customer visit to a neighbourhood bakery, I designed enterprise-grade operational system addressing theft, waste, quality control, and automation. Estimated value: $60K-120K annually.
Retail Business
Retail Operations Comprehensive Redesign
Multi-Department Operational System Design Designed complete cloud-based operational architecture for multi-service retail business. Addressed theft vectors, worker accountability, inventory tracking, and financial visibility.
Testimonials
What My Clients Say
"He took a complex GPT-based health project with multiple logic layers
and delivered a clean, production-ready backend that exceeded expectations...
introduced smart architectural improvements."- Health Tech Client
Rating: ⭐⭐⭐⭐⭐ (4.7/5)
"Mohannad is very patient and knowledgeable. I look forward to working
with him on similar AI/LLM/ML projects."- FinTech Client
Rating: ⭐⭐⭐⭐⭐ (4.9/5)
"Mohannad is very efficient and goes out of his way to satisfactorily
complete the project."- Healthcare Client
Rating: ⭐⭐⭐⭐⭐ (5.0/5)
Testimonials
What My Clients Say
"He took a complex GPT-based health project with multiple logic layers
and delivered a clean, production-ready backend that exceeded expectations...
introduced smart architectural improvements."- Health Tech Client
Rating: ⭐⭐⭐⭐⭐ (4.7/5)
"Mohannad is very patient and knowledgeable. I look forward to working
with him on similar AI/LLM/ML projects."- FinTech Client
Rating: ⭐⭐⭐⭐⭐ (4.9/5)
"Mohannad is very efficient and goes out of his way to satisfactorily
complete the project."- Healthcare Client
Rating: ⭐⭐⭐⭐⭐ (5.0/5)
"He took a complex GPT-based health project with multiple logic layers
and delivered a clean, production-ready backend that exceeded expectations...
introduced smart architectural improvements."- Health Tech Client
Rating: ⭐⭐⭐⭐⭐ (4.7/5)
"Mohannad is very patient and knowledgeable. I look forward to working
with him on similar AI/LLM/ML projects."- FinTech Client
Rating: ⭐⭐⭐⭐⭐ (4.9/5)
"Mohannad is very efficient and goes out of his way to satisfactorily
complete the project."- Healthcare Client
Rating: ⭐⭐⭐⭐⭐ (5.0/5)
"He took a complex GPT-based health project with multiple logic layers
and delivered a clean, production-ready backend that exceeded expectations...
introduced smart architectural improvements."- Health Tech Client
Rating: ⭐⭐⭐⭐⭐ (4.7/5)
"Mohannad is very patient and knowledgeable. I look forward to working
with him on similar AI/LLM/ML projects."- FinTech Client
Rating: ⭐⭐⭐⭐⭐ (4.9/5)
"Mohannad is very efficient and goes out of his way to satisfactorily
complete the project."- Healthcare Client
Rating: ⭐⭐⭐⭐⭐ (5.0/5)
"He took a complex GPT-based health project with multiple logic layers
and delivered a clean, production-ready backend that exceeded expectations...
introduced smart architectural improvements."- Health Tech Client
Rating: ⭐⭐⭐⭐⭐ (4.7/5)
"Mohannad is very patient and knowledgeable. I look forward to working
with him on similar AI/LLM/ML projects."- FinTech Client
Rating: ⭐⭐⭐⭐⭐ (4.9/5)
"Mohannad is very efficient and goes out of his way to satisfactorily
complete the project."- Healthcare Client
Rating: ⭐⭐⭐⭐⭐ (5.0/5)
Testimonials
What My Clients Say
"He took a complex GPT-based health project with multiple logic layers
and delivered a clean, production-ready backend that exceeded expectations...
introduced smart architectural improvements."- Health Tech Client
Rating: ⭐⭐⭐⭐⭐ (4.7/5)
"Mohannad is very patient and knowledgeable. I look forward to working
with him on similar AI/LLM/ML projects."- FinTech Client
Rating: ⭐⭐⭐⭐⭐ (4.9/5)
"Mohannad is very efficient and goes out of his way to satisfactorily
complete the project."- Healthcare Client
Rating: ⭐⭐⭐⭐⭐ (5.0/5)
Let's Start
Book a 30-minute discovery call. I'll understand your operational challenges,
share relevant examples from my work, and explain what an engagement would look like.
No pressure. No sales pitch. Just a conversation about your operations.
Let's Start
Book a 30-minute discovery call. I'll understand your operational challenges,
share relevant examples from my work, and explain what an engagement would look like.
No pressure. No sales pitch. Just a conversation about your operations.
Let's Start
Book a 30-minute discovery call. I'll understand your operational challenges,
share relevant examples from my work, and explain what an engagement would look like.
No pressure. No sales pitch. Just a conversation about your operations.