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AI Engineer specializing in production LLM systems for legal and regulatory domains, cutting contract review time by up to 98% through end-to-end RAG and hybrid reasoning pipelines. Experienced building scalable FastAPI services, hybrid validation/guardrails, and multi-provider LLM routing with strong reliability and auditable human-in-the-loop flows. Comfortable as a solo builder and in cross-functional teams, delivering low-latency retrieval, cross-lingual extraction (Arabic/English), and containerized LangGraph workflows on GCP. Background includes a B.Sc. in Computer and Communication Engineering from Alexandria University and practical experience across NLP, computer vision, and scalable backend development.…AI Engineer specializing in production LLM systems for legal and regulatory domains, cutting contract review time by up to 98% through end-to-end RAG and hybrid reasoning pipelines. Experienced building scalable FastAPI services, hybrid validation/guardrails, and multi-provider LLM routing with strong reliability and auditable human-in-the-loop flows. Comfortable as a solo builder and in cross-functional teams, delivering low-latency retrieval, cross-lingual extraction (Arabic/English), and containerized LangGraph workflows on GCP. Background includes a B.Sc. in Computer and Communication Engineering from Alexandria University and practical experience across NLP, computer vision, and scalable backend development.

Omar Ossama

AI Engineer, Data Scientist, Full Stack Developer, +5

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AI Engineer specializing in production LLM systems for legal and regulatory domains, cutting contract review time by up to 98% through end-to-end RAG and hybrid reasoning pipelines. Experienced building scalable FastAPI services, hybrid validation/guardrails, and multi-provider LLM routing with strong reliability and auditable human-in-the-loop flows. Comfortable as a solo builder and in cross-functional teams, delivering low-latency retrieval, cross-lingual extraction (Arabic/English), and containerized LangGraph workflows on GCP. Background includes a B.Sc. in Computer and Communication Engineering from Alexandria University and practical experience across NLP, computer vision, and scalable backend development.…AI Engineer specializing in production LLM systems for legal and regulatory domains, cutting contract review time by up to 98% through end-to-end RAG and hybrid reasoning pipelines. Experienced building scalable FastAPI services, hybrid validation/guardrails, and multi-provider LLM routing with strong reliability and auditable human-in-the-loop flows. Comfortable as a solo builder and in cross-functional teams, delivering low-latency retrieval, cross-lingual extraction (Arabic/English), and containerized LangGraph workflows on GCP. Background includes a B.Sc. in Computer and Communication Engineering from Alexandria University and practical experience across NLP, computer vision, and scalable backend development.

Available to hire

AI Engineer specializing in production LLM systems for legal and regulatory domains, cutting contract review time by up to 98% through end-to-end RAG and hybrid reasoning pipelines. Experienced building scalable FastAPI services, hybrid validation/guardrails, and multi-provider LLM routing with strong reliability and auditable human-in-the-loop flows.

Comfortable as a solo builder and in cross-functional teams, delivering low-latency retrieval, cross-lingual extraction (Arabic/English), and containerized LangGraph workflows on GCP. Background includes a B.Sc. in Computer and Communication Engineering from Alexandria University and practical experience across NLP, computer vision, and scalable backend development.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Beginner

Language

Arabic

Advanced

English

Fluent

Javanese

Intermediate

Amharic

Intermediate

Work Experience

AI Engineer at LyRise

November 1, 2025 - Present

Sole AI engineer responsible for designing and deploying a legal analysis agent that ingested contracts via Cloud Vision OCR and PyMuPDF, reducing contract review time by up to 98% across 1,000+ regulatory rules. Led a cross-functional effort to deliver a cross-lingual contract review platform (Arabic/English) with Gemini embeddings and Qdrant, achieving sub-500ms retrieval latency in production RAG pipelines (FastAPI, Qdrant/pgvector). Architected hybrid pipelines fusing rule-based logic with LLM reasoning, delivering 85–90% accuracy for structured extractions. Deployed containerized LangGraph workflows on GCP (Cloud Run, Cloud SQL) with auditable human-in-the-loop decision flows. Orchestrated multi-provider LLM routing (Gemini, Claude) with per-request cost tracking and layered validation (schema, logical, grounding) to improve output reliability.

AI Intern at GameIN

March 1, 2025 - June 1, 2025

Owned and improved chatbot systems by integrating Whisper ASR and TTS pipelines, sustaining 98% transcription accuracy. Accelerated inference throughput through containerization and vLLM tuning, reducing response latency by 20–30%. Engineered RAG retrieval pipelines delivering ~60ms latency for domain-specific queries.

Computer Vision Intern at Cel lula Technologies

August 1, 2024 - October 1, 2024

Trained ResNet and VGG classifiers on 5,100+ dental X-ray images, achieving 99.1% accuracy. Developed a U-Net segmentation pipeline reaching 95% precision and 84% IoU.