DOHA · AI ARCHITECT · FOUNDER
Ragheb
Helal
I design, architect, and ship intelligent systems — LLMs, RAG, agents, automation, APIs, and full-stack delivery.
Agentic AI · RAG · Multi-Agent · Automation · Architecture
HelAInFounder
TENAI Engineer
AmazonMENA Analytics
App StorePublished
ABOUT
Architecture first.
Products people use.
AI Architect and Engineer. I connect AI capability to real business infrastructure — architecture, agents, RAG, automation, backends, cloud, and product delivery.
Enterprise work at TEN and Amazon MENA. Founded HelAIn LLC. Shipped Humanizers.io and the Jamalek ecosystem.
Find where AI creates value, design the system, integrate data and tools, and ship something people actually use.
EXPERIENCE
Where the systems
were built.
01
HelAIn LLC
Founder & CEO / AI Architect
AI products, platforms, and automation — from architecture and FastAPI/PostgreSQL backends to React/Next.js frontends, cloud deploy, and commercial delivery.
helain.ai ↗02
TEN / TENN.ai
Artificial Intelligence Engineer
Enterprise AI systems — modular architectures, FastAPI, MongoDB/SQL, NLP↔database interfaces, Azure deploy, chatbot workflows. Practical client problems, not demos.
tenn.ai ↗03
Amazon MENA
Freelance Data Analyst
International seller performance for Global Selling across US, Europe, India, China. Recommendations tied to +15% launches and $50M+ incremental sales. Built Python KPI automation that saved 10+ hours/week.
+15% launches
$50M+ sales
10+ hrs/week
FEATURED WORK
Selected work.
The rest lives in the lab.
COMPANY01 / 03
helain.ai
AI architecture, automation, web & mobile delivery.
AI PRODUCT02 / 03
Humanizers
AI SaaS · NLP text humanization · end-to-end product
PLATFORM · ECOSYSTEM03 / 03
Jamalek
Beauty marketplace · booking · platform architecture
Jamalek Expert
Published product for beauty professionals — schedules, services, bookings, earnings.
App Store ↗Enterprise Agentic Framework
Modular assistants with tools, RAG, and orchestration for complex business workflows.
AI Presentation Automation
Scriptable slide generation from requirements and source material.
In developmentWHAT I BUILD
Intelligence as
infrastructure.
AI Architecture
Enterprise systems, agentic & multi-agent workflows, orchestration, AI APIs.
Generative AI
LLMs, RAG, embeddings, prompt/context engineering, tool calling, MCP.
Automation
Business processes, n8n, CRM/API integrations, email & social workflows.
Data & ML
Analysis, predictive models, KPI systems, pipelines, BI.
STACK
The tools behind
the systems.
AI / LLM
RAG · LangChain · Transformers · Embeddings · Vector DBs · Agents · NLP
Libraries
Scikit-learn · spaCy · NLTK · Pandas · NumPy · Pydantic
Languages
Python · SQL · JavaScript · TypeScript
Backend
FastAPI · PostgreSQL · MongoDB · MySQL · Redis · SQLAlchemy · Prisma
Frontend
React · Next.js · Three.js · React Native / Expo
Infra
Azure · Render · GitHub Actions · CI/CD · Git
LAB
Supporting work.
Not the centerpiece.
Instagram Automation
Publish · comments · follow flows · analytics
Gmail Automation
Draft · send · delete · Gmail API
LLM Excel Reader
CSV / Excel ingestion for LLM analysis
Web Scraping
BeautifulSoup · Scrapy
Conversational AI
Engati chatbot workflows
Speech AI
STT · TTS modules
Real Estate ML
>98.9% accuracy · Scikit-learn
Sales Root-Cause BI
Decline analysis · strategy
BEYOND ENGINEERING
Product and people
Product strategy, technical operations, Agile delivery, stakeholder management, QA, roadmapping.
BUSINESS SYSTEMS
Outcomes, not demos
Funnels, CRM automation, n8n, attribution, A/B testing, analytics — so AI ships against measurable outcomes.
EDUCATION
Foundations.
Asia Pacific University
BSc Computer Science Engineering — Data Analysis · Malaysia · 2019–2023
De Montfort University
Dual Degree · BSc Computer Science · UK · 2019–2023
APU / SAS
Professional Certificate of Achievement
Arabic — Native · English — Fluent
JOURNEY
One path from data
to architecture.
Data
Amazon MENA analytics & automation
AI Engineering
TEN enterprise AI systems
Founder
HelAIn LLC
Products
Humanizers · Jamalek · agentic systems
Architecture
Models, agents, tools, data, and business as one system
LET’S BUILD
Something
intelligent.
Open to AI Architecture, Engineering, Agentic AI, Enterprise AI, Automation, and Consulting.
Ragheb Helal
Doha, Qatar
helalragheb99@gmail.com