Open to opportunities

Muhammad Abdullah Ghani

@muhammadabdullahghan

Message

I build production RAG pipelines, autonomous AI agents, and cloud-native ML systems.

Pakistan

Message

What I'm looking for

I'm looking to build production AI systems involving RAG, LLMs, autonomous agents, MLOps, and cloud-native deployment, where I can deliver measurable automation and reliability improvements.

I'm building RAG pipelines, autonomous AI agents, and production API services as a Backend AI Engineering Intern at FlyRank AI. My work centers on Python, LLMs, and verifiable AI Fluency credential work.

I built an autonomous self-healing infrastructure system using LangGraph, Kubernetes, FastAPI, Azure AKS, Prometheus, and Loki, reducing manual intervention by 80% across Kubernetes clusters. I also engineered a FinTech forecasting platform with continuous LSTM and Transformer retraining, drift detection, and zero-downtime Kubernetes deployments.

For ILM-ORA, I fine-tuned BERT for aspect-based sentiment analysis, improving accuracy by 12% over baseline, and led FastAPI microservices for personalized career and university guidance. I've also delivered production sentiment-analysis notebooks and built Nuvoltero, a RAG-powered content repurposing pipeline that reduced content creation time by about 70%.

Experience

Work history, roles, and key accomplishments

Current

Backend AI Engineering Intern

Current

FlyRank AI

Jul 2026 - Present (1 month)

Building RAG pipelines, autonomous AI agents, and production API services using Python and LLMs; completing AI Fluency capstone toward verifiable credential.

Python RAG LLM API Development Autonomous Agents

Freelance NLP / ML Engineer

Upwork — Alpha Data Science

Apr 2026 - Apr 2026 (0 months)

Delivered 7 production-quality sentiment analysis notebooks covering full ML pipeline: EDA, preprocessing, LSTM-to-transformer progression, and evaluation (F1/accuracy). Rated 4.9/5.

NLP Machine Learning Sentiment Analysis Transformers EDA Evaluation

Education

Degrees, certifications, and relevant coursework

National University of Computer and Emerging Sciences (FAST-NUCES)

Bachelor of Science, Software Engineering

2022 -

Pursuing a Bachelor of Science in Software Engineering, with a final year project focused on an AI-powered career and university recommendation system.