You will get AI Tool Development: I will build a custom AI web app using Claude API


Project details
You will get a fully working, production-ready AI web application powered by Claude or OpenAI — built, tested, and deployed. Not a template, not a prototype — a real tool your users can interact with immediately.
I am a PhD AI engineer with 16+ years of experience who builds AI systems as a core profession, not a side skill. This week alone I shipped four live production tools across real estate, e-commerce, NLP, and data analytics — all accessible at my portfolio site ramzi.jaberpc.technology.
Every tool I deliver includes: engineered prompts with hallucination controls, a structured JSON output pipeline, a secure API proxy so your keys stay protected, a clean user interface, and full source code. You own everything.
What makes my work different: I combine deep AI engineering with real business experience. I have scaled revenues by 214% as a business developer and built custom CRM systems from scratch — so I understand what your tool needs to actually do for your business, not just technically function.
Delivery is fast. Communication is clear. Quality is non-negotiable.
I am a PhD AI engineer with 16+ years of experience who builds AI systems as a core profession, not a side skill. This week alone I shipped four live production tools across real estate, e-commerce, NLP, and data analytics — all accessible at my portfolio site ramzi.jaberpc.technology.
Every tool I deliver includes: engineered prompts with hallucination controls, a structured JSON output pipeline, a secure API proxy so your keys stay protected, a clean user interface, and full source code. You own everything.
What makes my work different: I combine deep AI engineering with real business experience. I have scaled revenues by 214% as a business developer and built custom CRM systems from scratch — so I understand what your tool needs to actually do for your business, not just technically function.
Delivery is fast. Communication is clear. Quality is non-negotiable.
AI Algorithms
Feedforward Neural Network, Large Language Model, Multimodal Large Language Model, Transformer ModelAI Applications
AI Chatbot, AI Content Creation, AI Mobile App Development, AI-Generated Code, Anomaly Detection, Conversational AI, Natural Language Generation, Natural Language Understanding, Sentiment AnalysisAI Development Language
PythonAI Tools
Azure OpenAI, GitHub Copilot, Gradio, Hugging Face, Microsoft 365 Copilot, PyTorch, StreamlitAI Models
BERT, ChatGPT, DALL-E, GPT-4, LLaMAWhat's included
| Service Tiers |
Starter
$150
|
Standard
$300
|
Advanced
$500
|
|---|---|---|---|
| Delivery Time | 3 days | 5 days | 7 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
+$30
Cloudflare Worker deployment
(+ 1 Day)
+$50
Full source code delivery
(+ 1 Day)
+$200Frequently asked questions
About Dr. Eng. Ramzi
AI Engineer & PhD Researcher | LLM Systems | Academic Writing
Nabatieh, Lebanon - 6:25 am local time
With a PhD in Computer Engineering, 24+ publications, and 16+ years spanning research, teaching, and applied AI engineering, I work across two worlds that rarely overlap: rigorous academic science and fast-moving AI development. That combination is what makes my work unusually reliable.
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WHAT I BUILD & DELIVER
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AI Engineering & LLM Systems
→ Claude & OpenAI API integration — production-grade pipelines
→ Prompt engineering with structured JSON schema outputs
→ Hallucination reduction & AI eval frameworks
→ AI chatbots, agents & automation workflows
→ NLP systems, text classification & data enrichment
→ Secure Cloudflare Worker API proxies
Live demos (built this week):
• AI Real Estate Deal Analyzer → ramzi.jaberpc.technology/deal-analyzer.html
• AI Data Analyst Chatbot (NL→SQL) → ramzi.jaberpc.technology/datachat.html
• AI Review Analyzer (NLP) → ramzi.jaberpc.technology/review-analyzer.html
• AI Accuracy Eval Framework → ramzi.jaberpc.technology/nutrition-eval.html
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Academic & Scientific Writing
→ Research paper writing & editing (IEEE, Elsevier, Springer, MDPI)
→ LaTeX document preparation — full manuscripts, theses, journal templates
→ Dissertation & thesis writing (proposal → final submission)
→ Literature reviews — systematic, narrative, gap analysis
→ APA / IEEE / Chicago / Vancouver / Harvard referencing
→ Research proposals & grant writing
→ Technical reports for academic, industrial & regulatory audiences
→ Peer review & manuscript critique
─────────────────────────────
Data Annotation & AI Evaluation
→ SPARQL-based annotation & knowledge graph labeling
→ AI training data — text classification, tagging, structured labeling
→ LLM output evaluation — factuality, quality scoring, response ranking
→ Model accuracy benchmarking & regression tracking
─────────────────────────────
Engineering Tutoring & Support
→ University-level: computer engineering, electronics, algorithms, mathematics
→ Programming: Python, C/C++, SQL, PHP, HTML5, SPARQL, VHDL
→ LaTeX tutoring for academic writing & formatting
→ Microprocessors, FPGA, RISC-V, embedded systems
→ Exam prep, assignment guidance, concept walkthroughs
─────────────────────────────
CREDENTIALS
─────────────────────────────
→ PhD in Computer Engineering — Beirut Arab University
→ H-Index: 12 | 24+ peer-reviewed publications
→ 92+ manuscript reviews | Web of Science certified reviewer
→ IEEE Access (Q1) | Results in Engineering (Q1) | Micromachines (Q2)
→ Associate Professor — Notre Dame University, Lebanon
→ SPARQL Annotation Specialist — Trust Scale / e2f, USA (current)
→ Session Chair — IEEE IMCET 2026, IEEE ACTEA 2025
→ 7-country international research collaborations
→ English C1/C2 | Arabic native | French intermediate
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WHY CLIENTS CHOOSE ME
─────────────────────────────
Most researchers can't build AI systems.
Most AI engineers can't write a peer-reviewed paper.
I do both — at publication quality and production quality.
Every deliverable I produce — whether a LaTeX manuscript, an annotated dataset, or a deployed AI tool — is held to the same standard I apply to my own IEEE publications: accurate, structured, and built to withstand scrutiny.
Steps for completing your project
After purchasing the project, send requirements so Dr. Eng. Ramzi can start the project.
Delivery time starts when Dr. Eng. Ramzi receives requirements from you.
Dr. Eng. Ramzi works on your project following the steps below.
Revisions may occur after the delivery date.
Requirements & scope confirmation
Review your brief, clarify goals, confirm features, and agree on the final scope before any development begins.
AI pipeline design & prompt engineering
Design the LLM prompt architecture, define JSON output schema, and build the core AI logic with hallucination controls.



