David Ban Email & Phone Number

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