AI & Data Science @ UCLan · Aspiring and Independent AI/ML Researcher · Open-Source Contributor · CISSP · Co founder @ K

Fahad Hafeez  • Peerlist

<p>AI agents write code that passes CI but breaks production semantically. Khwand closes that gap — adversarial tests per push, Stability Score across 7 dimensions, auto-fix PR via LangGraph. Built solo by a first-year CS student. Python-first, free during early access.</p>

Khwand AI — Self-Healing CI/CD for AI Agents

Was initially a startup idea. GitHub: https://github.com/Fahad-Hafeez/learnity-ai

AI Powered Personal Learning Coach and Tutor

This project is one of the two coursework in A Level Graphic Design and counts towards the final grade. For the project, we could either do a branding project for any business or zine project. I chose to do a branding project for a Cyber Security company.  We had to work in a time frame and manage our time. This project helped me improve my creativity, time management and Adobe Illustrator, Photoshop and InDesign skills.

Branding Project Component 1

This project is another coursework in A Level Graphic Design and counts towards the final grade. For the project, we were given 8-10 briefs to choose from and do branding for the chosen business or brief. I chose to do branding for a Renewable Energy Company called "Norventa Co". We had to work in a time frame and manage our time. This project helped me improve my creativity, time management and Adobe Illustrator, Photoshop and InDesign skills. I also improved my skills in doing mockups and editing pictures etc

Branding Project Component 2

We had to do a drinks project together as a team. For the project, we decided to make an energy drinks brand called Revive. This project helped me improve skills such as teamwork, creativity, creative thinking, and communication skills.

Drinks Project

My EPQ is/was on the title/question "Does biometrics guarantee the safety and security of data and devices?". In order to answer the question, I had to do a lot of research on biometrics, hacking, types of attacks on devices etc. I then had to analyse all the data and information gathered and write a research paper from it. This project helped me develop analysis, research, writing, and time management skills. It also made me more aware of what Cyber Security is resulting in my interest in Cyber Security elevated. It also helped me to improve my Self Development and Self-Motivation. From this project, I also gained my analytical skills as there was lots of research on data and then the data had to be analyzed in order to use the data in the project it self.

EPQ College

The NEA is coursework and counts towards 20% of the final grade in A Level Computer Science. For this, we had to make our own projects. My project was an Enigma Machine Simulator. In order to achieve this, I had to do a lot of documentation, analysis, research on how the actual machine works, and then multitasking between documentation and coding. The research I completed helped me understand how encryption and decryption work and the types of encryption and decryption. This project improved my multitasking, analysis, organization, research and documentation skills. It also provided me with a lot of insight into Cyber Security. It also increased my knowledge of C#, Windows Forms, Microsoft 365, and the Software Development Life Cycle (SDLC).