David Ban Email & Phone Number

United States

Berkeley, California, United States

• Mentoring students in EECS 70 Discrete Mathematics and Probability Theory• Topics include: RSA Encryption, Graph Theory, Geometric and Poisson Distributions, Markov Chains

• Reader and Discussion holder for EECS 70 Discrete Mathematics and Probability Theory

• Spearheaded the development and implementation of a robust pipeline integration for seamless generation of cell analysis and insights, resulting in improved efficiency and accuracy.• Conducted data and image analysis of cell annotations and screenings to extract valuable insights and drive informed decision-making.• Designed and developed a user-friendly front-end application, empowering users to independently generate customized analysis of cell types and distances.

Idaho Falls, Idaho, United States

• Developed and verified cutting-edge software and hardware tools to accurately reconstruct 3-D object geometry from precise 1-D profile measurements.• Streamlined and packaged the code for future use on analysis of nuclear fuel rod cladding. Improved efficiency of code execution and generated high-precision geometries under tight set-of-boundaries for each object.

Berkeley, California, United States

• Peer to peer drop-in tutoring for students in Linear Algebra and Differential Equations, and Calculus

Pittsburgh, Pennsylvania, United States

• Prepared and taught math lectures to elementary students to improve their critical thinking skills

Pittsburgh, Pennsylvania, United States

• Built novel deep learning models incorporating spatial neural networks (STNs) to predict protein-ligand binding by recognizing inherent relationships between proteins and ligands• Models were built in Caffe and PyTorch frameworks and were tested using the refined dataset from PDBbind following translational and rotational perturbations of the ligand• Accuracies of models were determined by calculating the loss and Pearson’s R coefficient which demonstrated a statistical significance towards finding the correct binding position• Can be used to screen potential drug candidates towards target proteins with further refinement

Logan, Utah, United States

• Synthesized Meso-Biliverdin from algae extract and tested its protective effects against oxidative stress in retinal cells

Bachelor'S Degree, Cognitive Science And Computer Science

College In Highschool

Classes: Analytical Geometry and Calculus 3, Discrete Structures

Student

Student