Looking for a job

Muhammad Ammar Raza

@muhammadammarraza

Message

I build production AI systems and quantum machine learning research prototypes.

Pakistan

Message

What I'm looking for

I'm seeking graduate study and opportunities at the intersection of quantum computing and artificial intelligence, where I can combine physics research with production-grade AI systems and infrastructure.

I built an Export Customer Hub at Quice Food Industries, a production-ready CRM managing 714+ export customers across the USA, UK, EU, and Gulf regions. I delivered CRUD workflows, filtering, analytics, inventory tracking, audit logs, and Excel/CSV migration into Firebase Firestore.

At Zapply, I engineered a Chrome extension that automates job applications through ML-driven profile matching, NLP-based resume field extraction, relevance scoring, and embedding-powered job recommendations.

My physics research at NUST spans Physics-Informed Neural Networks for nonlinear fluid flow, quantum optimization for QAP and TSP problems, and a hybrid quantum-classical GAN for molecular drug discovery using Qiskit.

I also built a real-time AI Interview Coach that connects AWS Transcribe, Claude or Gemini, and AWS Polly through LiveKit. I deployed it on self-hosted AWS infrastructure provisioned with Terraform and secured its GitHub Actions CI/CD pipeline with OIDC credentials.

Experience

Work history, roles, and key accomplishments

Current

Business Development Executive & Export Tech Lead

Current

Quice Food Industries Ltd.

Jan 2026 - Present (8 months)

Built a production-ready in-house CRM to manage 714+ export customers, implementing full CRUD operations, advanced filtering, real-time dashboard analytics, inventory tracking, and activity audit logs. Developed Excel/CSV import-export pipelines and deployed on Vercel with Firebase Auth.

Vite Firebase Recharts Python Vercel

Education

Degrees, certifications, and relevant coursework

National University of Sciences and Technology (NUST)

Bachelor of Science, Physics

2021 - 2025

Pursued a major in Physics with a minor in Computer Science, completing coursework in quantum mechanics, machine learning, and computational methods. Conducted a thesis on hybrid quantum-classical GANs for molecular drug discovery.

Whales College

Advanced Level, Pre-Engineering

2019 - 2021

Completed CAIE Advanced Level in Pre-Engineering with courses in Physics, Mathematics, Computer Science, and Chemistry. Achieved grades of A in Physics, Mathematics, and Computer Science, and B in Chemistry.