Machine Learning Data Science

PHAM TRUONG HOANG NHAN

Address: District *, Ho Chi Minh City, Vietnam

Email: ***********@*****.*** Phone: 093*-***-*** Nationality: Vietnamese Languages: Vietnamese (Native), English (Fluent) CAREER OBJECTIVE

A mathematically strong and detail-oriented candidate with experience in applied machine learning and numerical simula- tion, seeking a challenging role in data science, scientific computing, or mathematical modeling. Passionate about leveraging academic research into real-world solutions.

CORE SKILLS

Mathematics and Numerical simulation: Finite Element Methods, Optimization, PDEs.

Programming: Python (NumPy, Pytorch, JAX), MATLAB, C++.

Tools: LATEX, Google Colab.

Soft-Skills: Research-driven, teamwork, time management. PROFESSIONAL EXPERIENCE

Graduate Research Assistant

University of Missouri-Kansas City – USA Aug 2024 – Nov 2024

Researched machine learning methods for solving partial differential equations using JAX.

Developed numerical models for PDE simulations with applications in applied sciences.

Collaborated with cross-border academic teams using Python. Visiting Lecturer

Academy of Cryptography Techniques – Vietnam Fall 2022

Taught Calculus II to undergraduate students.

PROJECTS

Machine Learning for PDEs with JAX

Built end-to-end pipeline to solve PDEs using neural networks.

Applied finite element method and automatic differentiation for solution verification. Variational QR Method for a ill-posed Elliptic Problems

Co-developed and published a solution method funded by US Army Research Office.

Paper published in Mathematical Methods in the Applied Sciences. PUBLICATION

V.A. Khoa & P.T.H. Nhan (2021): “Constructing a variational quasi-reversibility method for a Cauchy problem for elliptic equations”, Mathematical Methods in the Applied Sciences. DOI: https://doi.org/10.1002/mma.6945 EDUCATION

M.Sc. in Mathematics (with full scholarship)

University of Verona, Italy Oct 2020 – Jul 2022

Thesis: Finite Element Solution for Direct and Inverse p-Laplace Problems. B.Sc. in Mathematics

University of Science, VNU-HCM Sep 2014 – Sep 2018 Thesis: Analysis and Geometry on Carnot–Carath eodory Spaces. REFERENCES

Available upon request

Contact this candidate