Humza Ahmed

Results-driven Cyber Security Analyst with hands-on experience in SOC operations, penetration testing, network monitoring, and vulnerability assessment. Proficient in Wireshark, Kali Linux, Burp Suite, and Metasploit. Experienced in SIEM platforms, IDS/IPS, and log analysis. Passionate about blue team operations, threat detection, and building secure systems.

Machine Learning Intern - TEYZIX CORE - Karachi, Pakistan

(2026-01 - 2026-02)

• Developed Customer Churn Prediction System with 92% accuracy using Random Forest, analyzing 1,500+ customer records to optimize retention and identify at-risk users.
• Built Smart Electricity Consumption Prediction System achieving 95.87% R² Score, reducing electricity bills by 10-15% through personalized energy optimization recommendations.
• Managed full ML lifecycle on custom datasets (850+ and 1,500+ records), executing feature engineering, EDA with 20+ visualizations, 6-model comparison, GridSearchCV, and 5-fold cross-validation.

Cyber Security Analyst - Developers Hub Corporation - Karachi, Pakistan

(2026-01 - 2026-03)

• Conducted end-to-end vulnerability assessments and penetration testing on live web applications using OWASP ZAP, Nmap, and manual attack simulations to discover critical flaws.
• Remediated discovered vulnerabilities (including XSS, SQL injection, and misconfigurations) by implementing input sanitization, bcrypt hashing, and JWT-based authentication.
• Secured HTTP headers using Helmet.js and engineered a structured real-time logging and anomaly detection system using Winston.

Cyber Security Analyst - Arch Technologies - Karachi, Pakistan

(2026-01 - 2026-03)

• Built a live network packet sniffer from scratch to capture, inspect, and analyze real-time traffic for data flow patterns and potential attack surfaces.
• Developed a fully functional keylogger to understand keystroke capture mechanisms deeply, enabling enhanced signature detection and defensive countermeasures.
• Engineered a JPEG file carver using digital forensic techniques to successfully extract and recover deleted or hidden images during real-world simulation investigations.

B.S.C.S. - Computer Science - Iqra University (2022-01 - 2026-12)

Intermediate - Pre-Engineering - Jinnah Government College (2019-01 - 2021-12)

Matriculation - Computer Science - La Canadiana Children's Academy (2017-01 - 2019-12)