Experience

UMiami College of Engineering

• United States
• Higher Education
• 1 - 100 Employee

• Teaching Assistant

  • Jan 2020 - Present

  Teaching Assistant for the following courses: o EGN 114 Global Challenges addressed by Engineering and Technology (Fall 2021, Spring 2023) o ECE 417 Embedded Microprocessor System Design (Fall 2021) o ECE 467 Database Design and Management (Spring 2020, 2021, 2022) o ECE 648 Machine Learning (Spring 2023) o ECE 677 Data Mining (Fall 2020, 2021) o ECE 795 Big Data Analysis (Spring 2020, 2021, 2022)



University of Miami

• United States
• Higher Education
• 700 & Above Employee

• Research Assistant

  • Mar 2019 - Present

  Miami/Fort Lauderdale Area Research Assistant of ECE department The Early Play and Development Laboratory, directed by Dr. Daniel Messinger Feb 2023 - Present o Develop whisper-based audio-to-text tool for lab research o Build statistics reliability calculations and plots pipeline for human, Lena, and Alice annotations Contrastive Learning Method for Predicting Cancer Prognosis from Gene Expression data June 2022 - Present o Implement Supervised Contrastive Learning Loss to reduce the… Show more Research Assistant of ECE department The Early Play and Development Laboratory, directed by Dr. Daniel Messinger Feb 2023 - Present o Develop whisper-based audio-to-text tool for lab research o Build statistics reliability calculations and plots pipeline for human, Lena, and Alice annotations Contrastive Learning Method for Predicting Cancer Prognosis from Gene Expression data June 2022 - Present o Implement Supervised Contrastive Learning Loss to reduce the dimension of RNASeq datasets o The proposed methods improve survival prediction (C-index) significantly by Glmnet in R. Florida Public Hurricane Loss Model Nov 2019 - Aug 2022 o Member of Computer Science Team. o Distribution computing. o PostgreSQL database management. o C++, Python, JavaScript. Rip Current Detection based on Near Shore Wave Speed Estimation Mar 2019 – Aug 2022 o Frist and High-order Lucas-Kanade and Horn-Schunck Optical Flow o Video based Spatio-Tempera Data Mining. o CPU and GPU Parallel Computing. o OpenCV and Wavelet video recognition. o HeatMap Rip Current Detection Method Automatic OCT Segmentation System under Limited Amount of Noisy Data Aug 2019 - Jan 2021 Group Work with University of Miami DDM Group o Implement the Unet to the Noisy Medical Data set. o Develop special ground method to figure out disadvantage of positioning ability. o Rebuild Unet input layer to suit special data domain. Show less



Biorasi

• United States
• Research Services
• 200 - 300 Employee

• Assistant, TALOS(Back-End) Development

  • Jun 2018 - Aug 2018

  Aventura o Develop functional programs and set API for TALOS. o Build Python tools for Clinical Raw Data Clean and Analysis. o Build C# tools to reduce repeated work. o Manage SQL Sever Database and improve Database performance. o Identifies design needs. o Supports Biorasi’s Process & Quality efforts as requested. o Advocate for TALOS (methodology, tools, and resources) within Biorasi.

• Assistant, Statistical Programming

  • Apr 2018 - Aug 2018

  Aventura, FL



Self-employed

• Software Developer

  • Jun 2017 - Feb 2018

  Miami/Fort Lauderdale Area o Develop website and mobile app. o Module applied mathematics and physical equation at super computer. o Use adobe Lumion, Rhino, Photoshop and Illustrator module 3D buildings.



University of Miami Rosenstiel School of Marine, Atmospheric and Earth Science

• United States
• Higher Education
• 100 - 200 Employee

• CCS Fellow

  • Dec 2016 - May 2017

  Miami o Module shallow water equation – Wrote down the exact shallow water equation for the test environments by physical oceanography module. Then used knowledge of Partial Differential Equations to deal with shallow water equation by time differential to digital the equation. o Apply module on super computer and profile it - Used Fortran95 to code the digital equation, divided different functions into different subroutines to make the whole program become modular program. Profiled and time the… Show more o Module shallow water equation – Wrote down the exact shallow water equation for the test environments by physical oceanography module. Then used knowledge of Partial Differential Equations to deal with shallow water equation by time differential to digital the equation. o Apply module on super computer and profile it - Used Fortran95 to code the digital equation, divided different functions into different subroutines to make the whole program become modular program. Profiled and time the program on super computer to find the functional relationship between data size and wall clock time of running the program. o Speed up module by OpenMP and other High Performance Computing tech – After found the most call-time and time-cost subroutine, applied OpenMP and other HPC tech in the subroutine to achieve multi-core computing which improved the performance of the whole program on super computer (multi-core environment) o Find bottle necks and figure out them – Profiled and analyzed the program again to find the bottle necks of the program. Researched the relationship between hardware and bottle necks then adjusted program to adapt hardware.

• Peer Counselor

  • Aug 2016 - May 2017

  Coral Gables o Mentored 6 first-year undergraduate students on academic and career development o Coordinated with faculty academic advisors to offer peer mentees guidance on curricular planning o Represented the undergraduate student body on the Parents Day of New Student Orientation