Jiakang Chen Email & Phone Number

Pleasanton, CA, US

Louisville, Kentucky, United States

• Worked on the clinical utilization management team with Ed Risinger and Lal Chand Sharma
• Developed a retrieval augmented generation-powered QA tool trained on CMS healthcare coverage knowledge,presented to Humana VPs and clinical teams, adding value to over 50 associates’ workflows
• Built a SQL QA tool trained on Humana’s CGX system, presented to Humana VPs and business analytics teams,as an efficient in-house no-code SQL option

New Haven, Connecticut, United States

Analyzed MyDataProduct's dockerized container Flask application and identified inefficiencies regarding project design and implementationReorganized and optimized project structure to reduce environment variable count by 40%, enhance security, and compartmentalize code into logical modulesResearched and implemented methods for efficient email collection

New Haven, Connecticut, United States

Researched methods into the efficient collection and design of benchmark data to properly test code generation models, such as Codex-002Researched and optimized evaluation methods to efficiently test large language models in code generation tasks in the realm of bioinformaticsOptimized benchmark datasets and evaluation methods for diverse contexts and.

Santa Clara, California, United States

Conducted an extensive ablation study on the impact of hyper parameters on the performance of convolutional neural networks resulting in a paper presented to higher managementBuilt a reliable machine learning model training framework using PyTorch resulting in a novel convolutional neural network architecture that is 25% smaller, yet performs 2% better.

Pleasanton, California, United States

Taught dozens of students Python and Java. In one-on-two teaching sessions, mentored students through various programming projects in the form of games such as hangman, surviv.io, Minecraft, etc.

Oakland, California, United States

Led the development for Rhapsody for Youth's Engage4Change website.

Pleasanton, California, United States

Organize meetings, give presentations, and create projects on a variety of Artificial Intelligence topics including Regression, Classification, etc. for over 70 members.

Pleasanton, California, United States

Taught various web development concepts and skills, including HTML, CSS, and Javascript, as well as help over 30 members create their own websites.

Santa Clara, California, United States

Edited and wrote problems and solutions for Alphastar's new series of books for the AMC and AIME competitions. Published two sets of problems and solutions: AIME Practice Tests: Vol. 1 and AMC 10 Practice Tests: Vol. 1

Bryn Mawr, Pennsylvania, United States

Specialized in polytopes. Name published in the 94th edition of Mathematics Magazine for submitting a correct solution to Problem Proposal 2088, finding clever recursive relationships between the Fibonacci and Lucas numbers.

Bachelor Of Science - Bs, Mathematics And Computer Science

High School Diploma, General Studies

Activities and Societies: Amador Valley AI, Amador Valley Web, Math TeamCumulative Unweighted GPA: 4.00 Cumulative Weighted GPA: 4.51.

Mathematics And Computer Science

Attended UC Berkeley's Summer Sessions Program Selected Coursework: MATH54, CS70