Hanh T.

Data Scientist

210 dollar

My experience

SAMSUNG SDSVOctober 2019 - March 2020

G-GroupAugust 2018 - July 2019

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ICT Lab, University of Science and Technology in HanoiNovember 2017 - March 2018

The Agronomic Linked Data (AgroLD) project (AgroLD – www.agrold.org).

- Provide a portal for bioinformatics and domain experts to exploit the homogenized data model towards filling the knowledge gaps.
- Apply Data Mining and Natural Language Processing for knowledge extraction: explore methods to extract biological entities and their relationships in raw text and databases fields.
- Implement LSTM-CRF at the same time with giving tags and training model on Oryzabase datasets.
- Publication: "Comparative study of Named-Entity Recognition methods in the agronomical domain", a comprehensive comparison among current methods and prove how exploitable LSTM - CRF is towards target database.
(CiCling Conference, March 2018, Hanoi, Vietnam. https://hal.archives-ouvertes.fr/hal-01711331)

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ICT Lab, University of Science and Technology in HanoiApril 2017 - July 2017

Landmark recognition from insect wings using machine learning

Responsibilities:
- Construct a good model able to recognize landmark wings from candidate points with accuracy up to 70%.
- Implement and test with different models (SVM, RF) and features (morphology and local features) and analyze the results.

Results:
- Build SVM models studying main morphology features with accuracy up to 89%.

My stack

Languages

Python

Others

Artificial Intelligence, Natural Language Processing (NLP), Data analysis, Data Science

Technologies

Machine Learning

My education and trainings

Python - TestDome2020 - 2023

Data Science - TestDome2020 - 2023

Master of Science - MS, Data Science - University of Science and Technology of Hanoi2017 - 2020

Bachelor's degree, Computer Science - University of Science and Technology of Hanoi2014 - 2017