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Ahsan Mehmood

@ahsanmehmood1

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AI/ML Engineer and Data Scientist building scalable LLM, RAG and cloud-native ML systems.

Pakistan

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What I'm looking for

I’m seeking senior AI/ML roles where I can build production-grade LLM/RAG systems, drive MLOps best practices, and collaborate on product-focused, scalable AI solutions.

I’m an AI/ML Engineer and Data Scientist with five years of experience building practical, scalable, and impactful AI solutions, focusing on LLMs, RAG pipelines, vector search, and cloud-native MLOps. I combine strong Python and backend engineering skills with AWS, Terraform, Docker, and Kubernetes to move models from experimentation to reliable production deployments.

I’ve led end-to-end projects including medical image diagnosis, real-time fraud detection, and enterprise retrieval systems, delivering measurable accuracy and performance gains while implementing CI/CD, IaC, and monitoring. I thrive in collaborative, fast-moving teams, solve complex problems, and prioritize explainable, secure, and product-minded AI solutions.

Experience

Work history, roles, and key accomplishments

Current

Senior AI/ML Engineer

Current

NexteraTec

Aug 2023 - Present (2 years 5 months)

Lead development of end-to-end LLM workflows, RAG pipelines, and cloud-native ML systems, improving production reliability and deployability across AWS infrastructure.

PyTorch TensorFlow Hugging Face Python AWS Lambda S3 Pinecone Faiss fastAPI Terraform

Machine Learning Engineer

Seethrutec

Mar 2021 - Aug 2023 (2 years 5 months)

Designed data ingestion, feature engineering, and predictive models; integrated ML outputs into backend systems and improved performance via containerization and AWS deployments.

scikit learn PyTorch Python Docker AWS EC2 ECS CloudFormation PostgreSQL MongoDB REST APIs Plotly

Junior Python Developer

Elementrix

Feb 2020 - Mar 2021 (1 year 1 month)

Developed Python automation tools and REST APIs, supported ETL and data-cleaning pipelines, and containerized services to streamline deployments and testing.

Python Flask Django Pandas SQL Docker MySQL PostgreSQL Git

Education

Degrees, certifications, and relevant coursework

Lahore Garrison University

Bachelor in Software Engineering, Software Engineering

2018 - 2022

Completed a Bachelor in Software Engineering with coursework and projects focused on software development, backend systems, and applied machine learning.