Mustafa Ashfaq @ LUMS

Mustafa Ashfaq

Mustafa Ashfaq

BS CS Student at the Lahore University of Management Sciences (LUMS)

Lahore, PK
25100216@lums.edu.pk
Github
LinkedIn

About

I am in my final semester BS CS at the Lahore University of Management Sciences (LUMS). During my undergrad, I am advised by Dr. Ihsan Ayyub Qazi, Dr. Tianyin Xu, Dr. Muhammad Tahir, and Dr. Darko Marinov. My research interests lie at the intersection of machine learning, data science, and systems. More specifically, my current research focuses on leveraging ML techniques to enhance the reliability of software systems.

I am actively looking for SWE/MLE or research internships for Summer'25.

If you have a referral, please reach out at 25100216@lums.edu.pk.

Publications

  1. ConfFuzz: Fuzzing Highly Configurable Cloud Systems with Unit Tests as Fuzz Drivers
    In preparation for submission to ATC/NSDI.
  2. LLM Strategy Planner for International Cricket Matches
    In preparation for submission.

Teaching

  1. CS 331: Intro to AI, Spring'24 - Teaching Assistant (LUMS)
    Instructed CS 331 (Intro to AI) for 133 students. Designed assignments: BFS, DFS, A*, Alpha-Beta pruning, regression, decision trees, KNN, SVMs, CNNs.
  2. CS 202: Data Structures, Spring'25 - Teaching Assistant (LUMS)
    Instructed CS 202 (Data Structures) for 333 students. Developed assignments on fundamental data structures (arrays, linked lists, stacks, queues, trees, heaps, tries, hash tables) and algorithms (sorting, BFS, DFS, Dijkstra).