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Muhammad Faisal

@muhammadfaisal13

Data engineer and AI specialist building scalable ML pipelines, RAG systems, and production AI solutions.

Pakistan
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What I'm looking for

I seek a role building production ML/AI systems—focused on scalable data pipelines, RAG and multimodal applications, collaborative teams, and opportunities to drive measurable business impact.

I am a data engineer and AI/analytics specialist with hands-on experience designing scalable ETL pipelines, real-time data processing, and production-grade AI systems. I have built forecasting pipelines, RAG systems, and multi-agent AI applications that deliver measurable business impact.

My work includes deploying cloud-based ML solutions using GCP, BigQuery, Apache Airflow, and containerized MLOps practices, and integrating modern LLM stacks such as LangChain, LlamaIndex, Qdrant, and Google Gemini for semantic search and multimodal capabilities.

Key achievements include ranking 5th in the NVIDIA & LlamaIndex AI Innovation Competition, developing Agent-mont for AI agent monitoring, and engineering ML-powered forecasting and fraud-detection systems that improved operational metrics and decision-making.

Experience

Work history, roles, and key accomplishments

HA
Current

Data Engineer

Hertz Analytics

Aug 2024 - Present (1 year 1 month)

Led development and deployment of production-grade AI and ML pipelines including RAG systems with Google Gemini and Qdrant, and engineered Airbnb reservation forecasting pipelines that automated pricing and optimized occupancy across US markets.

Education

Degrees, certifications, and relevant coursework

NED University of Engineering & Technology logoNT

NED University of Engineering & Technology

Bachelor of Engineering, Metallurgical Engineering

Grade: CGPA: 3.20

Bachelor of Engineering in Metallurgical Engineering with a CGPA of 3.20.

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Muhammad Faisal - Data Engineer - Hertz Analytics | Himalayas