Muhammad.

Muhammad Hussain Riaz

Data Analyst | Business Intelligence | Tech War 2025 Winner

Overview

Data Analyst and Business Intelligence professional with a strong foundation in Machine Learning and Cybersecurity. Expert at translating complex technical data into actionable business insights and compelling narratives, as demonstrated by winning the Tech War 2025 pitching competition.

Lahore, Pakistan

Experience

Oct 2024 – Present

Volunteer

Al-Burhan

Lahore

2020 – 2022

PART_TIME

Pharmacy Assistant

Ghafori Maternity Hospital and Surgical Center

Lahore

Managed patient billing and financial transactions, ensuring accuracy in charge calculations and payment processing. Guided patients on medication pricing, procedures, and general queries, translating clinical information into clear, accessible language. Assisted with medicine sales and inventory-related tasks, maintaining organised records and supporting day-to-day hospital operations.

•Managed patient billing and financial transactions, ensuring accuracy in charge calculations and payment processing.

•Guided patients on medication pricing, procedures, and general queries, translating clinical information into clear, accessible language.

•Assisted with medicine sales and inventory-related tasks, maintaining organised records and supporting day-to-day hospital operations.

Project Portfolio

ACADEMIC

Present

e.Baab-Ul-Salah — Islamic Lifestyle & Congregational Timing Platform (FYP)

Developer

Developed a mobile Islamic prayer companion application featuring a machine learning model trained on 51,000+ rows of mosque data to predict congregation timings, alongside an AI-powered Islamic Q&A chatbot and a location-based Masjid discovery feature. Built on a microservices architecture with a Python FastAPI backend and a C# ASP.NET Core gateway, deployed serverlessly to Vercel.

PythonFastAPIASP.NET CoreSQL ServerGitVercel

ACADEMIC

Present

Skin Cancer Detection — AI Research Paper

Lead Researcher / AI Developer

Developed a custom 7-layer CNN architecture trained over 45 epochs using TensorFlow/Keras on the HAM10000 dataset to detect skin cancer.

PythonDeep LearningCNNTensorFlow/KerasHAM10000 Dataset

ACADEMIC

Present

Titanic Survival Prediction — Machine Learning

Developer

Engineered features, handled missing data, and benchmarked multiple classification models to meaningfully improve prediction accuracy beyond baseline results.

Machine LearningPython

ACADEMIC

Present

Fashion Store Database — SQL

Database Designer

Designed and implemented a normalized relational database with 8+ tables covering inventory, customer records, and order tracking.

SQLRelational DatabaseSQL Server

ACADEMIC

Present

Local Password Vault & Manager

Lead Developer & Presenter

Developed a secure local password storage manager. Focused on high-security architecture and user-active security principles.

AES-256Security Architecture

Education

Sep 2022 – Jul 2026

Bachelor of Science in Computer Science

University of South AsiaSpecialization in Computer Science

GPA: 3.02

Thesis: e.Baab-Ul-Salah — Islamic Lifestyle & Congregational Timing Platform

Sep 2020 – May 2022

Intermediate in Computer Science (ICS)

Unique Group of CollegesSpecialization in Computer Science

Mar 2020

Matric

Dar-e-Arqam SchoolsSpecialization in Computer Science

Impact & Recognition

Awards

University of South Asia · 2025

1st Place, Idea Pitching Competition — Tech War 2025

Won 1st place for pitching a cybersecurity project to a diverse panel of technical and non-technical judges at Tech War 2025.

Professional Certifications

Verified Credential

Data Analysis using Python

Google

Fundamentals of Digital Marketing

Patents & Publications

2024 · RESEARCH_PAPER

Skin Cancer Detection using Custom 7-Layer CNN Architecture

A research paper detailing the development of a 7-layer CNN architecture for skin cancer detection, achieving 97% accuracy on the HAM10000 dataset.

Skills & Interests

Python

TECHNICAL

SQL

TECHNICAL

Data Analysis

TECHNICAL

Communication

TECHNICAL

Scikit-Learn

TECHNICAL

Database Design

TECHNICAL

TensorFlow/Keras

TECHNICAL

Machine Learning

TECHNICAL

NumPy

TECHNICAL

Pandas

TECHNICAL

Matplotlib

TECHNICAL

Excel

TOOL

SQL Server

TOOL

C++

TECHNICAL

FastAPI

TECHNICAL

Git

TOOL

Business Intelligence

TECHNICAL

ASP.NET Core

TECHNICAL

Vercel

TOOL

Areas of Expertise

Analytical Thinking

Problem-Solving

Attention to Detail

Team Leadership

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