Welcome!

I’m Alejandro Medina, a Computer Science PhD student at Baylor University working at the intersection of AI/ML, evolutionary computation, and bioinformatics. My research centers on combining intelligent search methods with modern machine learning to understand complex biological systems, optimize models, and uncover patterns that traditional approaches miss. I’m driven by curiosity, creativity, and a deep desire to build tools that reveal something meaningful about the world. I am currently working on research related to modeling alcohol consumption in nonhuman primates, using evolutionary computation to aid in graph pruning for GNNs, and using diffusion generative models to reconstruct high-resolution chromatin contact maps from coarse Hi-C data. I also have other more fun side projects I enjoy working on while I take a break from my main research!

More about me…

Before starting my PhD, I completed my undergraduate studies at Southwestern University, where I developed a strong foundation in computer science, artificial intelligence, and theoretical problem-solving. I conducted research on algorithmic scheduling, approval voting behavior, and evolutionary machine learning, including a GECCO-published project on evolving flying machines in Minecraft using quality-diversity algorithms. These experiences shaped my interest in combining intelligent search, biological principles, and ML-driven modeling.

Outside of research, I enjoy fitness, running, and strength training, and I’m always exploring new ways to combine discipline, creativity, and long-term goals. I’m also passionate about building tools, experimenting with side projects, and staying engaged in both the technical and creative sides of life.

Alejandro at various places…

Contact me!

Contact me!

If you’re interested in collaborating on research or would like mentorship, feel free to reach out via email or through any of my social links below. I’m always open to discussing new ideas, exploring exciting projects, or offering guidance whenever I can!

Send me an email!