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Senior AI/ML Engineer with 6+ years building and deploying Generative AI, LLM, and NLP systems across healthcare and enterprise environments. I specialize in fine-tuning and deploying Transformer models (GPT, Llama, Qwen), RAG architectures, and semantic search, with production-grade MLOps on AWS, Azure, and GCP. I own the full lifecycle—from defining the business problem to training, deploying, and monitoring secure models in real usage—partnering closely with engineering and business stakeholders to ship AI that performs reliably in production.…Senior AI/ML Engineer with 6+ years building and deploying Generative AI, LLM, and NLP systems across healthcare and enterprise environments. I specialize in fine-tuning and deploying Transformer models (GPT, Llama, Qwen), RAG architectures, and semantic search, with production-grade MLOps on AWS, Azure, and GCP. I own the full lifecycle—from defining the business problem to training, deploying, and monitoring secure models in real usage—partnering closely with engineering and business stakeholders to ship AI that performs reliably in production.

Muhammad Shoaib

AI Engineer, Data Scientist, Data Engineer, +1

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Senior AI/ML Engineer with 6+ years building and deploying Generative AI, LLM, and NLP systems across healthcare and enterprise environments. I specialize in fine-tuning and deploying Transformer models (GPT, Llama, Qwen), RAG architectures, and semantic search, with production-grade MLOps on AWS, Azure, and GCP. I own the full lifecycle—from defining the business problem to training, deploying, and monitoring secure models in real usage—partnering closely with engineering and business stakeholders to ship AI that performs reliably in production.…Senior AI/ML Engineer with 6+ years building and deploying Generative AI, LLM, and NLP systems across healthcare and enterprise environments. I specialize in fine-tuning and deploying Transformer models (GPT, Llama, Qwen), RAG architectures, and semantic search, with production-grade MLOps on AWS, Azure, and GCP. I own the full lifecycle—from defining the business problem to training, deploying, and monitoring secure models in real usage—partnering closely with engineering and business stakeholders to ship AI that performs reliably in production.

Available to hire

Senior AI/ML Engineer with 6+ years building and deploying Generative AI, LLM, and NLP systems across healthcare and enterprise environments. I specialize in fine-tuning and deploying Transformer models (GPT, Llama, Qwen), RAG architectures, and semantic search, with production-grade MLOps on AWS, Azure, and GCP.

I own the full lifecycle—from defining the business problem to training, deploying, and monitoring secure models in real usage—partnering closely with engineering and business stakeholders to ship AI that performs reliably in production.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Beginner

Language

English

Advanced

Urdu

Fluent

Work Experience

Senior Machine Learning Engineer at DataOnMatrix

July 1, 2022 - Present

Designed and deployed Transformer-based Generative AI models using GPT, Llama, and Qwen architectures for enterprise and healthcare use cases. Built production-grade deep learning pipelines in PyTorch and TensorFlow for structured/unstructured datasets at scale. Fine-tuned LLM performance and inference workflows to improve efficiency and accuracy across experimental and production environments. Optimized and integrated ML/AI pipelines into core engineering workflows to boost scalability and reliability. Streamlined data preprocessing and analytics pipelines, turning unstructured data into actionable insights for downstream decisions. Authored technical documentation for model architectures and data strategies to support maintainability and collaboration.

AI/ML Engineer at Biafotech DMCC

July 1, 2020 - July 1, 2022

Built scalable machine learning pipelines for predictive analytics and business intelligence, including classification, regression, and clustering. Developed REST APIs and AI microservices in FastAPI for real-time model deployment and inference. Implemented real-time data streaming and event-driven processing with Apache Kafka. Deployed and monitored ML models on AWS and Azure, building retraining and drift-detection workflows to sustain production performance. Collaborated with Agile cross-functional teams to embed AI-driven solutions into enterprise applications.

AI/ML Engineer at PAiT

August 1, 2019 - June 1, 2020

Developed NLP solutions for text processing, analytics, and intelligent data extraction, along with recommendation systems to optimize operational workflows. Built end-to-end ML pipelines for training, validation, deployment, and monitoring for enterprise decision support. Conducted EDA, feature engineering, and hyperparameter tuning to improve accuracy and scalability. Integrated ML models into enterprise applications via REST APIs and a microservices architecture.