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Aqeel Ahmad

@aqeelahmad1

Generative AI Engineer & Data Scientist building production LLMs for healthcare and measurable impact.

Pakistan
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What I'm looking for

I’m looking to build and deploy production-grade LLM/RAG systems—especially in healthcare—where I can optimize GPU workloads, improve safety, and deliver measurable outcomes like denials reduction and higher coding accuracy.

I’m a results-driven Generative AI Engineer and Data Scientist with 3.5+ years of hands-on experience designing, fine-tuning, and deploying Large Language Models (LLMs) like LLaMA and Mistral for production applications.

At CareCloud, I’ve built end-to-end AI solutions that directly move business metrics—most notably designing and fine-tuning LLaMA and Mistral models to automate medical claims analysis, reducing claim denials by 30%, and developing a medical assistance coding workflow that achieved over 90% accuracy for ICD/CPT code assignment.

I thrive on scalable machine learning systems and practical deployment: I build RAG pipelines with LangChain and LangGraph, power them with vector databases like Pinecone (and Milvus/ChromaDB), and deploy real-time REST APIs using FastAPI. I also focus on AI safety and reliability, while optimizing GPU workloads, and I’ve earned recognition like “Team Of The Month” for my impact and cross-functional communication.

Experience

Work history, roles, and key accomplishments

CA
Current

Data Scientist & GenAI

CareCloud

Apr 2022 - Present (4 years 2 months)

Designed and fine-tuned LLaMA and Mistral models to automate medical claims analysis, reducing claim denials by 30%, and built Gemini-based RAG workflows for contract intelligence and call auditing. Developed multimodal medical assistance for ICD/CPT coding (90%+ accuracy), insurance/ID extraction for EHR integration, and deployed real-time inference via FastAPI REST APIs.

Education

Degrees, certifications, and relevant coursework

PMAS-Arid Agriculture University, Rawalpindi logoPR

PMAS-Arid Agriculture University, Rawalpindi

Bachelor of Science, Computer Science

2021 -

Grade: 3.34/4.00

Earned a BSc in Computer Science at PMAS-Arid Agriculture University, Rawalpindi. GPA: 3.34/4.00.

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