VO THI THU HA

******, Russia, Moskovskaya oblast, gorod Dolgoprudny

+7-926******* ad3hht@r.postjobfree.com https://github.com/havo2001 EDUCATION

MIPT - Moscow Institute of Physics and Technology Dolgoprudny, Russia Bachelor in Applied Mathematics and Computer Science Sep 2020 - Present

• GPA: 4.95/5.0 (Top 2%)

• Relevant courses: Statistics, Probability Theory, Machine Learning, Python, Optimization, Single and Multivariable Calculus, Linear Algebra, Ordinary Differential Equations, Complex Analysis, Combinatorics. Quoc Hoc - Hue High School for the Gifted Hue, Vietnam Mathematics class Aug 2016 - Jun 2019

• GPA: 9.0/10

RESEARCH EXPERIENCE

Undergraduate Thesis, Moscow Institute of Physics and Technology Dolgoprudny, Russia Stopping Rules in Mirror Descent Algorithm, Supervisor: Dr. Fedor Stonyakin Aug 2023 - Present

• Studied the convergence of the Mirror Descent method on a class of relatively smooth functions with inexact gradient and non-convexity assumption, proposed and validated early stopping rules for the Mirror Descent method with constant and adaptive step sizes using theoretical results and numerical experiments.

• Ensured achievement of an acceptable quality of the exit point, the result can be applied to solve many non-convex optimization problems.

SCHOLARSHIPS & AWARDS

Increased State Academic Scholarship Dolgoprudny, Russia Moscow Institute of Physics and Technology: Top 1% of students of the department received Sep 2022 for excellent academic achievements with two consecutive semesters with a GPA of 5.0. State Academic Scholarship in Academic Performance Dolgoprudny, Russia Moscow Institute of Physics and Technology: For students with a GPA of 5.0 (4/6 semesters). Jan 2022 - Present CodeRun - Data Analysis Moscow, Russia

Yandex: Top 10% participants in the Data Analysis track. May 2023 Vietnamese and Russian Governments Scholarship Hue, Vietnam Vietnamese and Russian Governments: Full tuition cover and $25,000 stipend for 5 years. Sep 2019 First Prize in the Mathematics Olympiad Danang, Vietnam Russian Center of Science and Culture in Hanoi: Received the scholarship to study in Russia. Mar 2019 Quarterly Scholarship for excellent academic results Hue, Vietnam Quoc Hoc - Hue High School for the Gifted: Students with a GPA in Math over 9.0 (6/6 semesters). 2016 - 2019 PROJECTS

Bayesian Analysis in the context of a Normal Distribution Dolgoprudny, Russia https://github.com/havo2001/Bayesian-Inference Apr 2023

• Calculated the corresponding posterior densities of the given normal distribution with different prior distributions and compared the result with simulated values.

• Computed posterior intervals, MAP estimates, maximum likelihood estimates using formulas and simulation, compared the results using visualization.

Red Wine Classification Dolgoprudny, Russia

https://github.com/havo2001/Red-Wine-Classification Dec 2022

• Predicted the quality of red wine based on its physicochemical properties by training some models such as Logistic Regression, Decision Tree and KNN.

• Achieved commendable accuracy in its predictions, showcasing the potential for utilizing these models to assess and categorize the quality of red wine.

Improve Neural Machine Translation Dolgoprudny, Russia https://github.com/havo2001/Improve-Neural-Machine-Translation May 2023

• Enhanced English-to-Russian (EN-RU) translation using modified RNNs and self-attention mechanism.

• Improved the BLEU score and demonstrated notable improvements in the accuracy, showing the effectiveness of these techniques in understanding the meaning and details of sentences in both languages. SKILLS

Programming languages: Python, C++, SQL, Java, Assembly. Frameworks/Tools/Libraries: Latex, Scikit-learn, Jupyter Notebook, NumPy, SciPy, PyTorch, TensorFlow, Pandas, Excel, Git, Hadoop, Spark, Hive, APIs.

Languages: English - advanced, Russian - intermediate, Vietnamese - native.

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