Mia Markovic

Background

About Mia Markovic

I am a recent Computer Science Master’s graduate from Georgia Institute of Technology, with a specialization in Computational Perception and Robotics. I previously studied at UC Irvine for Computer Science, with an interest in AI and Intelligent systems. I have a passion for learning and teaching and can effectively learn and apply challenging concepts with minimal supervision. I have extensive experience (both applied research and tutoring) and interest in the field of artificial intelligence, specifically computer vision, which I focused on in both my undergraduate and graduate studies. I am self driven, effective, and a dedicated team player. TECHNICAL SKILLS AI Models: GANs, Diffusion Models, Transformers, CNNs, ResNet, YOLOv3, U-Net, Kmeans, GMM, Random Forests, Perceptrons, MLPs, LSTMs, Seq2Seq, BERT, Deep Q Networks, HMMs Other AI techniques: PCA, SGD, Embeddings, Viterbi algorithm, Finite State Machines, Behavior/Decision Trees, MiniMax, Alpha Beta Pruning, MCTS, Reinforcement Learning, Cross Entropy, A* Search, UCS Programming Languages: Python, C, Java, C++, MIPS, SQL Operating Systems: Linux (Ubuntu), Windows, Mac (OS X) IDEs/Related Software: Anaconda, Jupyter Notebooks, Git, MS Office, Eclipse, Unity, MARS, Android Studio Soft Skills: Organization, Teamwork, Communication, Adaptability, Resourcefulness, Problem Solving