Open to opportunities

Mohamed Emam

@mohamedemam1

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I am an AI/ML Engineer with 6 years in Data Science and 13 years in aviation.

United Arab Emirates

Message

What I'm looking for

I seek hands-on ML/AI roles building production-ready models, GenAI and computer vision systems, with MLOps/LLMOps focus, collaborative teams, and opportunities for measurable business impact and continuous learning.

I am an AI and Machine Learning Engineer with six years of focused experience in Data Science and Analytics and a total of thirteen years in the aviation industry. I specialize in building predictive models, GenAI applications, chatbots, and computer vision solutions that address real-world business problems.

I have built production-grade GenAI and QA bots for finance, legal, and HR domains, implemented multimodal RAG systems, OCR-based ETL pipelines, and deployed models using containerized and cloud-based MLOps and LLMOps practices. I routinely apply LLMs (Llama2/3, GPT4o, Falcon, Gemini), fine-tuning techniques (QLoRA/LoRA, RLHF), vector DBs (Pinecone, FAISS), and frameworks such as LangChain and HuggingFace to deliver robust solutions.

I deliver end-to-end ML solutions with emphasis on scalable deployment, continuous monitoring, and measurable business impact, and I thrive in collaborative teams focused on productizing AI responsibly.

Experience

Work history, roles, and key accomplishments

AI/ML Data Scientist

IHC Sirius DigiTech

Nov 2023 - Oct 2024 (11 months)

Built GenAI document QA bots and multimodal RAG solutions for finance, legal, and HR to improve decision-making and reporting; implemented production-ready LLM pipelines and MLOps for deployment and monitoring. Created ETL pipelines, OCR processing, and supervised/unsupervised models to deliver predictive analytics for clients in industrial and commercial domains.

Python LlamaIndex Pinecone Faiss Docker Kubernetes

AI/ML Engineer

C.E.C Construction Contracting LLC

May 2023 - Nov 2023 (6 months)

Designed deep-learning and ML models to estimate project budgets and timelines, reducing risk of cost overruns; developed a computer-vision worksite surveillance system to detect safety hazards and compare incidents against historical records.

TensorFlow Keras PyTorch OpenCV Computer Vision

Data Science Engineer

Freelance

Mar 2021 - May 2023 (2 years 2 months)

Extracted and preprocessed datasets, performed feature engineering and EDA, and developed ML systems; delivered a customer segmentation model using KMeans and hierarchical clustering with a silhouette score of 58% and cophenetic index 89.7%.

K Means data preprocessing KMeans Clustering scikit learn Python Hyperparameter Tuning

Production Planner

Emirates Airline

Nov 2007 - Sep 2020 (12 years 10 months)

Applied data analytics and regression modeling to optimize aircraft maintenance scheduling and component life monitoring, reducing time-in-maintenance and lowering AOG risk across the fleet. Built predictive maintenance models for landing-system components to forecast overhauls and prevent operational failures.

Data Analysis SQL Python Time Series Analysis Reliability Engineering