Available for opportunities
Hi, I'm Fares Ibrahim
Full Stack Developer · AI/ML Engineer · Data Annotator
MS in Computer Science @ University of South Florida · Student Researcher
I build intelligent, full-stack applications at the intersection of software engineering and machine learning. Currently researching agentic AI and LLM-based social network simulation at USF's CSSAI Lab.
Tech Stack
Research
Agentic AI & Simulated Social Networks
Researching the cross-relational dynamics between agentic AI systems and social network structures. Building synthetic social networks powered by LLM-based agents to simulate emergent behaviors, information propagation, and inter-agent influence patterns at scale.
Adversarial Attacks on Large Language Models
Co-authored "Only The Elite: Your Model Doesn't Need Many Reasons to Be Evil" under Dr. Anshuman Chhabra. Achieved 80%+ attack success rates on Vicuna 7B, Mistral 7B, and Llama 3 8B using coverage-based demonstration selection.
Fair Submodular Maximization in Streaming Settings
Reproduced and extended fairness algorithms in C++, validating on Amazon Sales, MovieLens, Census, and Banking datasets under Dr. Anshuman Chhabra.
Contact
Open to full-time roles, research collaborations, and internships.