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I am a hands-on Senior AI Engineer and ML Architect with 4+ years of experience designing and scaling NLP, RAG, and multi-agent AI systems. I led Wittify.ai’s ML team (LlamaIndex + Weaviate), deploying pipelines serving 2M+ daily requests at <200 ms latency. I excel in transformer fine-tuning, agent orchestration (MCP), and AI observability with analytics reporting for production systems. I have experience in data engineering (PostgreSQL, MongoDB, Redis, PySpark), MLOps, and infrastructure automation (Docker, Kubernetes, Terraform). I am passionate about safe, high-performance AI platforms delivering measurable business impact through collaboration with product and infrastructure teams.…I am a hands-on Senior AI Engineer and ML Architect with 4+ years of experience designing and scaling NLP, RAG, and multi-agent AI systems. I led Wittify.ai’s ML team (LlamaIndex + Weaviate), deploying pipelines serving 2M+ daily requests at <200 ms latency. I excel in transformer fine-tuning, agent orchestration (MCP), and AI observability with analytics reporting for production systems. I have experience in data engineering (PostgreSQL, MongoDB, Redis, PySpark), MLOps, and infrastructure automation (Docker, Kubernetes, Terraform). I am passionate about safe, high-performance AI platforms delivering measurable business impact through collaboration with product and infrastructure teams.

Mohamed Ibrahim

AI Engineer, Data Scientist, Data Analyst, +6

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I am a hands-on Senior AI Engineer and ML Architect with 4+ years of experience designing and scaling NLP, RAG, and multi-agent AI systems. I led Wittify.ai’s ML team (LlamaIndex + Weaviate), deploying pipelines serving 2M+ daily requests at <200 ms latency. I excel in transformer fine-tuning, agent orchestration (MCP), and AI observability with analytics reporting for production systems. I have experience in data engineering (PostgreSQL, MongoDB, Redis, PySpark), MLOps, and infrastructure automation (Docker, Kubernetes, Terraform). I am passionate about safe, high-performance AI platforms delivering measurable business impact through collaboration with product and infrastructure teams.…I am a hands-on Senior AI Engineer and ML Architect with 4+ years of experience designing and scaling NLP, RAG, and multi-agent AI systems. I led Wittify.ai’s ML team (LlamaIndex + Weaviate), deploying pipelines serving 2M+ daily requests at <200 ms latency. I excel in transformer fine-tuning, agent orchestration (MCP), and AI observability with analytics reporting for production systems. I have experience in data engineering (PostgreSQL, MongoDB, Redis, PySpark), MLOps, and infrastructure automation (Docker, Kubernetes, Terraform). I am passionate about safe, high-performance AI platforms delivering measurable business impact through collaboration with product and infrastructure teams.

Available to hire

I am a hands-on Senior AI Engineer and ML Architect with 4+ years of experience designing and scaling NLP, RAG, and multi-agent AI systems. I led Wittify.ai’s ML team (LlamaIndex + Weaviate), deploying pipelines serving 2M+ daily requests at <200 ms latency.

I excel in transformer fine-tuning, agent orchestration (MCP), and AI observability with analytics reporting for production systems. I have experience in data engineering (PostgreSQL, MongoDB, Redis, PySpark), MLOps, and infrastructure automation (Docker, Kubernetes, Terraform). I am passionate about safe, high-performance AI platforms delivering measurable business impact through collaboration with product and infrastructure teams.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

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Expert

Expert

Expert

Language

English

Fluent

Arabic

Fluent

Work Experience

Senior AI Engineer (Founding ML Lead) at Wittify.ai

March 1, 2025 - November 18, 2025

Architect multi-agent RAG systems using LlamaIndex + Weaviate, processing 2M+ daily requests at <200 ms latency. Engineered web crawling and parsing pipelines to reduce noisy ingestion by 40%. Built MCP WebSearch server for on-prem retrieval; benchmarked SearxNG, Bing, Google, SerpAPI to optimize relevance by ~25% and reduce costs. Established AI observability and model monitoring (Prometheus, Grafana, LangSmith, Evidently) with drift detection and latency tracking, cutting debugging time by ~35%. Built analytics and reporting platform for chat usage and performance metrics (PostgreSQL, MongoDB, Plotly); automated dashboards for customer trends and business insights. Automated CI/CD deployments (Docker → Kubernetes → SageMaker) with canary rollouts and PromptFoo regression testing, improving reliability by ~40%. Mentored 3 engineers.

AI Software Engineer at Novomind

March 1, 2025 - March 1, 2025

Designed multilingual transformer APIs (Hugging Face + PyTorch) serving 1K QPS at <100 ms latency (+50% relevance). GDPR-compliant PII scrubbing pipeline for privacy-safe NLP training data. Implemented ETL & streaming ingestion (Airflow + Kafka + PySpark), storing embeddings in FAISS/Weaviate and metadata in PostgreSQL; improved throughput and cut cold-start latency by 30%. Deployed model registry & versioning (MLflow + DVC + Helm on Kubernetes) enabling safe rollbacks & audit traceability. Collaborated daily with German cross-functional teams in Scrum on search and recommendation features. Mentored junior engineers.

IT Officer (Lieutenant First Class) at Egyptian Armed Forces

October 1, 2021 - October 1, 2021

Managed mission-critical dual-redundant server clusters ensuring 99.9% uptime and data security. Led IT maintenance and monitoring across secure networks with strict access control & redundancy protocols. Supervised a team of 5 maintaining classified systems and 24/7 operations.

Teaching Assistant at Alexandria University

February 1, 2020 - February 1, 2020

Taught Python and computer-science fundamentals; supervised labs and student projects.

Teaching Assistant (Part-time) at Alexandria University

February 1, 2020 - February 1, 2020

Teach Python and computer-science fundamentals; supervise labs and student projects.