Aziz Ahmed
Software engineer working on machine learning, healthcare, and the systems that put models into production — with a growing focus on AI security.
SupportX
2025An Azure RAG platform that turns scattered docs into searchable context. Reduced L1 ticket volume ~60% and brought response time from ~25s to ~1.3s.
Churn Prediction Pipeline
2025A self-retraining churn system on Azure MLOps that only spins up GPUs when needed — experiment tracking, reproducibility, and Deep Kernel Learning included.
BurnOut
2025A multi-agent workout planner that generates plans, macro targets, and progressive adaptation from check-ins — modular agent routing with persistent profiles.
Offensive Security Assessment
A full-scope web application penetration test covering OWASP Top 10 — authentication bypass via SQL injection, manual and automated SQLi, stored/reflected XSS, local file inclusion, web-shell upload, and unvalidated open redirects. Ran OSINT recon to map the attack surface, chained findings into realistic impact rather than isolated PoCs, and delivered a 50+ page report with annotated evidence, severity ratings, and prioritized remediation.
VIAstra — A consultant-led AI product for smarter cervical screening
SupportX — Engineering a retrieval-augmented AI system
MLOps in the real world — GPU-driven Deep Kernel Learning for churn
A clinical NLP pipeline that touches an LLM exactly once
Software Engineer
Worked across AI and software infrastructure — building and integrating intelligent systems into production platforms and strengthening the engineering foundations behind them.
Software Engineering Intern
Built full-stack features with Node.js and React.js, shipping reusable components and APIs across the product.
AI Research Assistant
Researched computer vision and CNNs behind VIAstra, lowering cervical-cancer diagnostic error from 33% to 11% through preprocessing and augmentation pipelines.
Software Developer Intern
Built ML-driven features on-site with Python and TensorFlow, prototyping models and wiring them into internal tooling.
Cybersecurity (VAPT) Intern
Ran vulnerability assessments and penetration tests against web apps — VAPT across .NET stacks and OWASP Top-10 — with PoC findings and remediation notes.
Coding Instructor
Mentored learners 1:1 on programming fundamentals and project work, tailoring lessons to each student’s goals and pace.
M.S., Cybersecurity — AI Security
B.Sc., Computer Science & Engineering
OCI 2025 Certified Generative AI Professional
Oracle · Oct 2025
Outside the day job, I co-founded Vision360, a non-profit educating street children in Bangladesh, and I mentor developers 1:1 on Fiverr and Upwork. When I step away from the keyboard, you’ll usually find me playing guitar.