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Ahmad Alomari
Senior Data Scientist & Machine Learning Engineer specializing in computer vision and production ML
Cleveland, OHAI Engineer7 years experienceSeniorArtificial IntelligenceMachine LearningComputer Vision
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About
PhD in computer engineering who has built production-oriented ML/NLP systems for space-weather prediction using Spark-based ETL on noisy satellite sensor logs. Strong in entity resolution and semantic search—fine-tuned E5 embeddings with contrastive learning and deployed to Pinecone, improving top-5 retrieval precision by 25%—and emphasizes scalable, observable pipelines with Airflow, Docker, and CI/CD.
Experience
AI EngineerCleveland State University
Software EngineerMstart
Machine Learning EngineerEasy Way
Research AssistantYarmouk University
Education
Cleveland State Universitydoctorate, Computer Engineering (2025)
Yarmouk Universitymaster, Computer Science (2020)
Yarmouk Universitybachelor, Computer Science (2018)
Key Strengths
- Built end-to-end Spark + NLP/ML pipeline for space-weather (geomagnetic storm) prediction on 5GB+ satellite logs
- Reduced sensor data errors by >80% via Spark-based validation, interpolation, and normalization
- Hybrid entity-resolution approach (rules + semantic embeddings) with threshold tuning and F1 optimization; ~20% accuracy improvement
- Fine-tuned E5 embeddings with contrastive learning and deployed in Pinecone; improved top-5 retrieval precision by 25%
- Production-grade workflow design: modular ETL/ML pipelines with Airflow orchestration, Dockerization, CI/CD, and drift/latency monitoring
- Pragmatic experimentation-to-production decision-making based on accuracy/latency targets and diminishing returns
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