Build
Full-stack products with responsive interfaces, APIs, databases, tests and CI/CD.


I am applying across a few role families because my work sits across them: building web products, automating delivery, using data and AI, securing the stack, and keeping stakeholders aligned. The through line is practical ownership from messy problem to shipped result.
Full-stack products with responsive interfaces, APIs, databases, tests and CI/CD.
ML, anomaly detection, RAG assistants, evaluation loops and Python data pipelines.
Threat modeling, OWASP, ISO 27001, NIST CSF, cloud security and secure SDLC.
Agile delivery, product thinking, automation, QA coverage and stakeholder clarity.
React, Next.js, Node.js, REST APIs, PostgreSQL, MongoDB, testing and code review.
Python, scikit-learn, PyTorch, Hugging Face, RAG, vector search, ETL and dashboards.
AWS, Azure, Docker, Kubernetes, Terraform, GitHub Actions, monitoring and releases.
Playwright, Selenium, Cypress, API testing, regression suites and CI-integrated checks.
Secure SDLC, threat modeling, SIEM, hardening, vulnerability scanning, GDPR controls.
Roadmaps, user stories, Jira, Confluence, IT support, documentation and clear delivery.
Each project is framed around the result, not just the technology: build a product, make delivery visible, automate releases, detect risk, or turn documents and data into something useful.
Risk-ranked anomaly detection over event and sensor data, exposed through an alerting API and dashboard.
Kanban-style team workflow platform with auth, live board updates, REST APIs and release-ready UI.
Client-facing delivery analytics that turned Jira signals into sprint health, blockers and release status.
Container-based build, test and deploy pipeline with automated checks, rollback thinking and release visibility.
Retrieval-augmented Q&A assistant over internal documents with prompt design, vector search and evaluation.
Control mapping and audit-readiness toolkit for spotting security gaps before an audit or review.
Remote - Canada
Building ML-backed product features, APIs, automation and secure deployment workflows for distributed teams.
Remote - Germany
Shipped client web products, dashboards, data reports, QA automation and delivery improvements across time zones.
On-site - Pakistan
Built software features, fixed defects, supported testing, documentation, support and sprint delivery.
National College of Ireland, Dublin
2025 - 2026FAST NUCES, Pakistan
2020 - 2024