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Ahmed Raza

@ahmedraza7

I build secure AI systems—LLMs, RAG, and automation pipelines—with strong focus on privacy and reliability.

Pakistan
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What I'm looking for

I’m looking for a role where I build secure, production-grade LLM/RAG systems and automated data pipelines. I want teams that prioritize data privacy, robust API design, and reliable, containerized deployments.

I’m a Software & AI Developer specializing in secure AI architectures, Large Language Models (LLMs), and automated data pipelines. I’ve led production AI development for government entities (FBR), with a strong emphasis on data privacy, mitigating LLM vulnerabilities like prompt injection, and deploying robust containerized solutions.

In my recent roles, I designed scalable AI architectures and automated Python pipelines for advanced medical imaging models using PyTorch and the Hugging Face ecosystem, including Docker-based production deployments. I also engineered a secure, production-grade Retrieval-Augmented Generation (RAG) system for complex tax law analysis, building APIs that integrate vector databases and embeddings while applying efficient fine-tuning (LoRA/PEFT) to meet strict business and terminology constraints.

Experience

Work history, roles, and key accomplishments

RI

Deep Learning Engineer

RiseTech

Nov 2025 - May 2026 (6 months)

Designed and deployed scalable AI architectures and automated Python data pipelines for medical imaging models using PyTorch and the Hugging Face ecosystem. Implemented strict data preprocessing and Docker-based container deployments to ensure production-grade performance for sensitive training inputs.

FI

LLMs & RAG Project Lead

Federal Board of Revenue (FBR Insights)

Jan 2024 - Jan 2025 (1 year)

Engineered a secure, production-grade Retrieval-Augmented Generation (RAG) system for complex tax law analysis with privacy and regulatory compliance. Evaluated and adapted foundation models using LoRA/PEFT and built APIs integrating vector databases and embeddings into the enterprise architecture.

Education

Degrees, certifications, and relevant coursework

PH

Pak-Austria Fachhochschule Haripur

Bachelor of Science, Computer Science

Activities and societies: Relevant coursework: Machine Learning; Data Structures & Algorithms; Digital Logic Design; Computer Architecture; Information Security.

Earned a B.S. in Computer Science, with coursework covering machine learning, information security, and computer architecture; graduated in Jan 2025.

Tech stack

Software and tools used professionally

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