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Abdullah Akram

@abdullahakram1

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Lead AI/ML Engineer at ZXI Consulting building production GenAI, RAG, and agentic AI systems.

Pakistan

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At ZXI Consulting, I define AI/ML architecture and deliver production systems across machine learning, Generative AI, and intelligent automation. These systems support 15+ production use cases and process 50M+ monthly predictions.

I develop LLM-powered applications with RAG, semantic search, and agentic workflows. At ZXI Consulting, those workflows automated 4 out of 6 major manual process steps.

Previously, at Systems Limited, I developed production AI applications and RAG pipelines serving 1M+ monthly queries and more than 500K documents. I also optimized inference, lowering average monthly inference cost by $18K.

At IPLEX Pvt Ltd, I developed machine learning and NLP solutions, including document-processing workflows that handled hundreds of thousands of documents monthly. My work spans AI evaluation, MLOps/LLMOps, and production deployment; I hold AWS, Google Cloud, Microsoft Azure, and Kubernetes certifications.

Experience

Work history, roles, and key accomplishments

Current

Lead AI/ML Engineer

Current

ZXI Consulting

Jul 2021 - Present (5 years 3 months)

Defined AI/ML architecture and technical roadmaps for enterprise AI platforms, delivering production-grade systems supporting 15+ use cases. Led development of LLM-powered applications, agentic AI architectures, and MLOps initiatives, reducing deployment time and production incidents.

Python SQL PyTorch TensorFlow scikit learn Generative AI LLM RAG Vector Databases Lang Chain LangGraph MCP fastAPI Docker Kubernetes CI CD MLOps LLMOps Model Evaluation Responsible AI

Senior AI/ML Engineer

Systems Limited

Nov 2019 - Jun 2021 (1 year 7 months)

Designed and deployed machine learning models and Generative AI applications, including RAG pipelines and AI agents, handling millions of queries monthly. Implemented MLOps practices and optimized inference performance, reducing costs and improving uptime.

Python scikit learn PyTorch TensorFlow LLM RAG Lang Chain LangGraph fastAPI REST APIs SQL AWS Azure GCP MLOps Model Evaluation Docker Kubernetes

AI/ML Engineer

IPLEX Pvt Ltd

Oct 2016 - May 2019 (2 years 7 months)

Developed and evaluated machine learning models for classification, regression, and anomaly detection on large datasets. Built NLP and deep learning solutions, implemented Generative AI components, and supported model deployment with Docker and CI/CD.