Open to remote work
Mohamed Khalil Brik

Mohamed Khalil Brik

AI Engineer: LLM systems, RAG pipelines & agents

  • 3 AI agents in production
  • 1,500+ users served
  • 2 IEEE papers

I ship LLM systems to production: three AI agents used by 500+ people, and a RAG chatbot on AWS serving 1,000+. M.Sc. in Advanced ML (Erasmus Mundus) in Genova. Available immediately.

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Genova, Italy · CET

The AI CompanyEYADIBdiasPÜraIEEE

Experience

4 roles · production AI, banking, consulting · 2024–2026

  1. Feb 2026 – Aug 2026Remote

    Co-Founder & AI Engineer · The AI Company

    3 agents in production500+ users

    • Built and deployed 3 production AI agents for Egyptian SMEs with LangChain, LLaMA, ChromaDB and FastAPI, containerised with Docker and served over REST.
    • Accounting Document Agent: RAG over invoices, ledgers and bank statements with custom NER; −70% manual reconciliation time across 1,000+ documents/month.
    • Job Application Review Agent: sentence-transformer matching against job descriptions with bias-aware LLM shortlisting; −65% screening time.
    • HR Management Agent: multi-turn RAG agent with tool use and confidence-based human escalation; −50% HR response time.

    LangChainLLaMAChromaDBFastAPIDocker

  2. Jul 2025 – Aug 2025Tunis

    ML & Data Engineering Intern · Ernst & Young (EY)

    $500K investment informed

    • Built an ML vendor-recommendation system (Python, SQL, predictive modelling) whose insights informed a $500K AI platform investment.
    • Python market analysis for a financial-services client: 3 growth opportunities worth $1M+.
    • Technical due diligence on an M&A transaction: architecture, data infrastructure, technical debt.

    PythonSQLPredictive modelling

  3. Jul 2024 – Aug 2024Cairo

    AI / Information Security Engineering Intern · Abu Dhabi Islamic Bank

    5,000+ users monitored+60% IAM efficiency

    • NLP data-leakage detection (TF-IDF + SVM) on employee email, ~72% accuracy, across a 5,000+ user infrastructure.
    • Django automation for Identity Access Management: +60% efficiency, −40% process errors.
    • Scraping pipeline aggregating 700,000 malicious IPs from threat-intelligence sources.

    NLPScikit-LearnDjango

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  4. Jan 2024 – Jun 2024Remote · France

    NLP Engineering Intern · diasPÜra

    LIVE1,000+ active users+20% answer accuracy

    • Designed, built and deployed a production RAG chatbot on AWS using LLaMA, with retrieval over scraped government immigration sources. Still live.
    • Automated scraping into a vector-indexed knowledge base, improving answer accuracy by 20%.

    LLaMARAGAWS

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Projects

Production systems first, then research.

LangChainRAGAgents

3 Production AI Agents

  1. Invoices · ledgers
  2. Chunk + NER
  3. ChromaDB
  4. LLaMA
  5. FastAPI

−70% reconciliation time · 1,000+ docs/month

Problem SMEs drowning in documents, CVs and HR tickets. Approach RAG agents with NER, embeddings and tool use, shipped with Docker + FastAPI. Result 500+ users across client organisations.

See the role

LIVELLaMAAWS

Immigration RAG Chatbot

Result 1,000+ active users, +20% answer accuracy.

Case study

QUBOD-Wave

Quantum AP Selection

520 → 50 access points, −90.4% features, same positioning accuracy. IEEE QCNC 2026.

Project Paper

Whisper + LoRANER

Emergency Response LLM

76.5% address extraction on 518 real calls. NCUR 2025.

Project Paper

Green AIIEEE

Orbital Intelligence

Sustainable LLM training and inference in space. IEEE ICGHIT 2026.

Paper page

LIVENext.jsMongoDB

LK-HUB Platform

LK-HUB platform homepage

Full-stack media-literacy platform with admin console and CMS.

Case study Live

Fairness-Aware Healthcare ML

Bias detection on NIH All of Us data; custom fairness metrics, +17% bias quantification. College of Charleston.

LLM Feedback Clustering

GPT-4 few-shot clustering of 2,000+ feedback entries, +28% coherence, validated with ARI and silhouette.

Skills

Tools I've shipped with. Hover or tap one to see where I used it.

LLM Engineering

Machine Learning

Backend & Deployment

Optimization & Quantum

Research & Education

2 IEEE papers · Erasmus Mundus M.Sc. · AUC GPA 3.7

IEEE QCNC 2026 First author

Quantum Optimization for Access Point Selection Under Budget Constraint

M.K. Brik, A. Shokry, M. Youssef

PDF Project page

IEEE ICGHIT 2026

Orbital Intelligence: Sustainable LLM Training in Space

M.K. Brik

Paper page

NCUR 2025 · Pittsburgh

Using LLMs to Enhance Emergency Response Systems

M.K. Brik

PDF Project page
Sep 2026 – Aug 2028

M.Sc. Computer Engineering · Erasmus Mundus EMSSE

University of Genova & Université de Technologie de Compiègne. Advanced Machine Learning and Optimisation of Systems; second year at the Heudiasyc Laboratory.

Sep 2022 – Jun 2026

B.Sc. Computer Science · The American University in Cairo

GPA 3.7/4.0, Dean's List every semester. Semester at the College of Charleston (GPA 3.9). U.S. State Department Tomorrow's Leaders Scholar.

Academic journey

Let's build reliable AI systems.

Open to fully remote work

Genova, Italy · CET Local time --:-- Available immediately

English C1 · French B2 · Arabic (native) · German A2 · Italian A1

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