Islamabad, Pakistan — open to opportunities
AWS Certified Solutions Architect & CS student at NUST SEECS. I build reliable infrastructure, ML systems, and the occasional 3D web experiment.
A mix of infrastructure, machine learning and interactive web — pulled straight from my GitHub.
Kubernetes HPA autoscaling demo — a React dashboard driving live pods, load-tested with pgbench to watch the cluster breathe under pressure.
A smart-corridor system end to end: ESP32 firmware, hand-written RISC-V assembly, and a React + Three.js 3D visualization of airflow.
A deep-learning side-channel attack on an ARM implementation of the ASCON-128 cipher — recovering secrets from power traces.
A transfer-learning comparative study that reaches 96.96% accuracy with ResNet50 on leaf-disease imagery.
Interactive exploration of the Global Terrorism Database — a React + Three.js spinning globe paired with a Streamlit analytics dashboard.
A MERN web app for reading novels online, with Firebase authentication and a clean reader-first experience.
A live demo of Kubernetes Horizontal Pod Autoscaling: a React dashboard drives traffic while pgbench hammers the cluster, and you watch pods spin up and settle in real time.
From silicon to screen: ESP32 firmware and hand-written RISC-V assembly run the ventilation logic, and a React + Three.js scene renders the airflow in 3D.
A deep-learning side-channel attack on an ARM implementation of the ASCON-128 cipher — training on power traces to recover the secret key from leakage.
A comparative study of CNN backbones for leaf-disease classification. ResNet50 fine-tuning wins, and Grad-CAM shows exactly where each model looks before it decides.
The Global Terrorism Database turned interactive: a React + Three.js spinning globe for exploration, backed by a Streamlit dashboard for the deeper analysis.
A MERN application for reading novels online — Firebase authentication, a curated catalogue, and a reader-first interface built for getting out of the way.
What I reach for, grouped by where it lives in the pipeline.
I'm Muhammad Taha, a computer science student at NUST SEECS in Islamabad, focused on cloud and DevOps engineering. I'm an AWS Certified Solutions Architect — Associate, and I like the part of the job where messy systems become reproducible, observable and boring (in the best way).
I interned at NUST's AI-Enabled Cybersecurity Dome, where I worked on intrusion prevention systems and threat intelligence. That security mindset still shows up in how I build everything else.
Outside of infra I bounce between machine learning, embedded RISC-V, and 3D web — whatever makes the idea tangible. If it can be containerized, automated, or rendered in a browser, I'm interested.