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Secure async document intelligence with hybrid retrieval, OCR, abstention, and grounded citations.
APPLIED AI / BACKEND SYSTEMS / FULL-STACK ENGINEERING
Applied AI & Full-Stack Engineer — Backend Focus
Applied AI engineer and full-stack developer with a backend focus, building production-minded systems across RAG, LLM infrastructure, ML APIs, computer vision, and commerce software.
The first four projects form a deliberate engineering progression: backend foundations → evaluated ML → LLM infrastructure → secure retrieval systems. Product and research work follows with its maturity labeled clearly.
Secure async document intelligence with hybrid retrieval, OCR, abstention, and grounded citations.
Provider-neutral LLM infrastructure with stable aliases, retries, fallback chains, usage accounting, and analytics.
An evaluated supervised-ML inference service with calibration, threshold policy, model integrity checks, and reproducible synthetic benchmarks.
A reusable FastAPI foundation for production-minded AI services with typed configuration, persistence, testing, security guardrails, and CI.
A production e-commerce platform for a family retail business, spanning storefront, authentication, checkout, administration, and deployment hardening.
A private, self-hosted household network-protection system for DNS filtering, safe-search enforcement, policy controls, and browser-assisted protection.
Procurement intelligence for mapping merchant SKUs to credible upstream sourcing alternatives and comparing evidence-backed acquisition scenarios.
A CPU-first academic computer-vision prototype for vehicle tracking, ALPR, accident reasoning, hit-and-run monitoring, and evidence capture.
Independent
Delivered freelance work across data analysis and web development, translating client requirements into practical analyses, reports, and software deliverables. Specific client names and commercially sensitive details remain private unless explicitly approved for publication.
TE Links — NED University
Led the departmental student body through a year spanning 10+ events, 6 technical sessions, 10+ partnerships, and 3 community initiatives across technical learning, professional development, student community, and university programming.
National University of Sciences & Technology (NUST)
Karachi, Pakistan
Graduate study in Artificial Intelligence at Pakistan Navy Engineering College (PNEC), Karachi. Before the program begins, this portfolio intentionally labels the degree as upcoming rather than 'Present'.
NED University of Engineering & Technology
Karachi, Pakistan
Engineering foundation spanning telecommunications and computing, culminating in the MS-ADA computer-vision Final Year Project.
Publication details pending
To be added after formal publication · To be added after formal publication
Research publication derived from the NED Final Year Project. The portfolio will not claim publication, acceptance, venue, DOI, or citation details until they are formally available.
Certifications are managed from the private CMS and will appear here once selected as featured.
View all certifications →No generic tutorial wall: the blog is for architecture decisions, failure modes, evaluation, backend systems, and product lessons.
Draft queue ready
Drafts already live in the CMS cover RAG abstention and LLM gateway design. They stay private until published.
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I work where applied AI meets dependable software engineering: typed APIs, evaluation, retrieval, data systems, testing, security, deployment, and product workflows. My goal is to build systems that are technically credible, useful to real users, and explicit about their limitations.
Availability
Open to Applied AI, Backend, and Full-Stack engineering opportunities.
06 / Contact
For engineering opportunities, collaboration, research, or product work, send the problem and context.