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AdemCE-eng/README.md
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About

I'm a Computer Engineering student at Umm Al-Qura University focused on Agentic AI and Multi-Agent Systems, ranked in the top 5% of 12,000+ participants in the KAUST AI Program and trained inside IBM's AI Lab.

My work spans the full lifecycle of applied AI from designing multi-agent pipelines and LLM orchestration layers to shipping full-stack platforms with Laravel and computer vision applications with PyTorch. At IBM's AI Lab I designed a healthcare platform powered by four specialized AI agents and built the LLM orchestration layer that unites them into a single pipeline.

I care about building things that work end-to-end: offline LLM pipelines, RAG systems, and production-style AI workflows, not just proof-of-concept notebooks.

Open to: AI/ML Engineer Roles · Agentic AI & Multi-Agent Systems Roles · Software Engineering Internships


Tech Stack

AI & Machine Learning

Web & Backend

Data & Tools


AI / ML Expertise

Domain Proficiency Details
Agentic AI & Multi-Agent Systems Advanced Multi-agent orchestration, LLM pipeline design
Large Language Models Advanced Prompt engineering, RAG pipelines, local/offline inference
Computer Vision Intermediate PyTorch-based vision applications
Deep Learning Intermediate Neural networks, model training and evaluation
Web Scraping & Automation Advanced BeautifulSoup, Selenium, OCR pipelines
Full-Stack Engineering Advanced Laravel MVC, PHP, relational databases

Featured Projects

Aafiyah — Multi-Agent Healthcare Platform

Built at the IBM AI Lab: turns unstructured doctor notes into structured care plans and medication schedules through four specialized AI agents working as one coordinated system.

Attribute Detail
Stack Node.js · Express · Gemini API · JWT
Agents 4 specialized AI agents
Security Role-based access control
Repository github.com/AdemCE-eng/Aafiyah

What it does: Designed the LLM orchestration layer connecting clinical-note summarization, treatment-plan tracking, medication reminders, and patient Q&A agents into a single production-style pipeline. Presented to IBM evaluators and industry mentors.

Wathiq — AI Legal Document Review Platform

AI-powered legal document review platform that analyzes and improves contracts using OCR and a fully local LLM.

Attribute Detail
Stack Python · OCR · Ollama (local LLM)
Languages Arabic and English support
Repository github.com/qo43/thka-q9a

What it does: Extracts text from PDFs and images via OCR, identifies weak or missing legal clauses, and generates drafting suggestions using a local AI model — no external API cost, no data leaving the machine.

Content Inspiration — Local LLM Research Automation

Research automation tool that scrapes, downloads, and summarizes articles through a 4-stage local LLM pipeline — fully offline inference at zero API cost.

Attribute Detail
Stack Python · Requests · Beautiful Soup · Ollama · Streamlit
Pipeline 4-stage: scrape → download → summarize → present
Cost Zero API cost — fully offline
Repository github.com/AdemCE-eng/Content_Inspiration

What it does: Scrapes articles from the Google AI Blog with rate-limiting and retries, generates concise summaries with a local Mistral model via Ollama, and presents everything in an interactive Streamlit dashboard with filtering, search, and read tracking.

Trend Web — Full-Stack Social Platform

Complete Twitter-style platform with tweets, replies, retweets, likes, and follows, engineered end-to-end on Laravel MVC.

Attribute Detail
Stack Laravel · PHP · MySQL · Tailwind CSS
Architecture MVC, built with Laravel
Features Follow network · media gallery · avatar upload
Repository github.com/AdemCE-eng/Trend_Web

What it does: Full social platform proving full-stack range beyond AI work — authentication, profile management, and a complete content-interaction system built from scratch.


Experience

AI Developer Trainee — IBM AI Lab

Apr 2026 – Jun 2026 · 3 mos · Remote

Completed IBM's 10-week AI Industry Immersion program, mentored by IBM experts. Designed a healthcare platform with 4 specialized AI agents for clinical-note summarization, treatment-plan tracking, medication reminders, and patient Q&A, and designed the LLM orchestration layer connecting them into a unified production pipeline.

Scope of work:

  • Applied Agentic AI, Multi-Agent Systems, RAG, Agile, and Design Thinking in a collaborative team environment
  • Designed and built the LLM orchestration layer unifying four AI agents
  • Presented the final solution to IBM evaluators and industry mentors

Agentic AI Multi-Agent Systems RAG LLM Orchestration Agile Design Thinking


Achievements

Recognition Details
KAUST AI Program Top 5% of 12,000+ participants
IBM AI Lab AI Developer Trainee — 10-week Industry Immersion
UQU Computer Club Recognition for contributions — Project Management Committee

GitHub Analytics

 


Contribution Activity


Current Focus

Learning:
  - Agentic AI system design at production scale
  - Advanced RAG architectures
  - Computer vision with PyTorch

Building:
  - Multi-agent AI platforms (Aafiyah)
  - Local-first LLM tooling (Content Inspiration, Wathiq)
  - Full-stack applications with Laravel

Exploring:
  - Multi-Agent Systems & LLM orchestration
  - Offline / local-inference AI pipelines
  - Applied computer vision

Open To:
  - AI / ML Engineer roles
  - Agentic AI & Multi-Agent Systems opportunities
  - Software Engineering internships

Connect

     

Building at the intersection of agentic AI, multi-agent systems, and full-stack engineering.

Pinned Loading

  1. Content_Inspiration Content_Inspiration Public

    A Streamlit-based Python app that scrapes and locally summarizes articles from the Google AI Blog using a local Ollama LLM.

    Python 1

  2. Aafiyah Aafiyah Public

    JavaScript 3