Loc Tan Dinh | Data Analyst Intern

Hello, My name is Loc Tan Dinh.

You can call me Loc Dinh.

A

Diligent and driven, a self-taught learner with a strong analytical capability and a passion for data. As a data intern, I thrive on generating innovative ideas and applying them to real-world scenarios.

About

I am a final-year student majoring in Information Technology with a specialization in Innovation and Technology at the University of Economics Ho Chi Minh City, Vietnam. This program has equipped me with the skills to develop and support technological products and applications, and understand how to effectively apply them in real-life scenarios. Alongside the knowledge gained throughout my university education, I have had the opportunity to participate in scientific research projects and work on large-scale data science projects on renowned platforms such as Kaggle. These experiences have allowed me to accumulate valuable knowledge, hone my leadership skills, and achieve various accomplishments both within and outside the university through participating in data competitions and startup initiatives.

Languages: Python, Java, JavaScript, C++, SQL, Bash
Databases: MySQL, PostgreSQL, MongoDB, SQLite
Libraries: NumPy, Pandas, OpenCV
Frameworks: Keras, TensorFlow, PyTorch, Django, Vite.js, Bootstrap, Apache Spark, JavaFX
Data Manupilation and Visualization tools: Colab, Looker Studio, Power BI, Tableau, Spark, BigQuery, Azure
Tools & IDE: Git, Heroku, Vscode, Intellij, Pycharm, Colab

Seeking internship opportunities as a Data Analyst and in other data-related roles, where I can leverage my strengths and continue to learn and grow in the field.es professional development, interesting experiences and personal growth.

Experience

Saigon.A.I

Data Analyst Intern

Use Python and SQL to retrieve, EDA and preprocessing data.
Use Tableau for visualization.
Learn how to use Machine Learning and Data mining for projects.
Skills: Python, Tensorflow, Computer Vision, Machine Learning

Aug 2024 - Now | Saigon, Vietnam

AIDU Project

Project assistant

Analyzed and processed data to build predictive models for Computer Vision tasks.
Conducted research and authored specialized articles on AI and Machine Learning.
Designed and developed advanced AI-integrated applications tailored specifically for educational environments, leveraging cutting-edge technologies to enhance learning experiences.
Skills: Python, Tensorflow, Computer Vision, Machine Learning

July 2024 - Now | Nha Trang, Vietnam

UEH

Research assistant

Analyzed, visualized, and built predictive models for economic topics.
Conducted scientific research on subjects related to financial fraud and sustainability.
Authored reports and published articles in prestigious conferences.
Build and use popular deep learning models. Increased the performance in the challenge by using modern deep learning skills
Tools: Python, Flask, OpenCV, Keras, Tensorflow, PyTorch

Febuary 2024 - June 2024 | UEH, Vietnam

Dynamic startup CLB

Research and development

Planned, researched, and authored specialized articles on the startup ecosystem in Vietnam.
Supported and nurtured student startup projects, including preparing specialized training materials for project workshops.
Provided technical support, created and managed lists, and collected data for information management.
Participated in startup competitions both within and outside the university, achieving notable accomplishments.
Skills: Management and Leadership skills, BMC, VPC, Startup, Project management

December 2022 - July 2024 | UEH, Vietnam

Projects

                
Prediction Energy Consumption
                  A solution to build a model predicting energy price differentials for power plants. 
                
AccomplishmentsTools: Pandas, plotly, seaborn, scikit-learn, tensorflow, pytorch
Research and Exploration to Understand the Issues Faced by the Business
Implement Explainable AI (XAI) to Interpret the Data

Flower Image Classification
                  A project for image data processing and classifying flower species in the field of Computer Vision.
                
AccomplishmentsTools: Tensorflow, Keras, OpenCV, Seaborn, Matplotlib
EDA and Preprocessing of Image Data
Build a Deep Learning Model for Classifying Flower Species
Apply Deep Learning Methods to Improve Prediction Outcomes

Fraud Automate Detection
                  A Data science project for classifying fraudulent contracts based on advanced deep learning techniques.
                
AccomplishmentsTools: Tensorflow, Keras, Looker Studio
Exploratory Data Analysis (EDA) and Preprocessing of the Dataset on Contracts Suspected of Fraud
Develop a Deep Learning Model for Classifying Fraudulent Contracts

Car retailer Web-App
                  A Full-stack E-commerce Web for Car retailer based on Django and Vite.js.
                
AccomplishmentsJWT authentication for login and authentication.
The admin site manages backend data and accounts; the staff site handles revenue, orders, and products. The customer side can order and check historical orders
AI integration includes a chatbot for order assistance and AI-driven product recommendations.

Image CyberSecurity-App
                  An Application detect and prevent DeepFake from social network in CyberSecurity hackathon challenge
                
AccomplishmentsTools: OpenAI, HuggingFace, Tensorflow, CyberSecurity, Streamlit
Encrypt image files using AES encryption
Add visible and hidden watermarks to images
Classify and detect deepfake images
Chatbot providing advice on securing images on social media

Analyst Retailer Data to address challenge
                  A case study on analyzing a company's data during the pandemic to identify issues.
                
AccomplishmentsAnalyze and identify issues from a case study on the business situation of a retail agent in Q4 2022
Use Power BI for statistical analysis and report creation

The Self-Balancing Wheelchair
                  A MVP product from a solution for the Human-Computer Interaction course, based on ESP8266 and an Android app.
                
AccomplishmentsTools: C++, Platform.io, Arduino, ESP
The product is stably controlled remotely via Bluetooth or Wi-Fi.
The product aims to demonstrate the feasibility of a two-wheeled self-balancing vehicle for the HCI project.

Shop Management App
                  An desktop app to manage data for a shop based on JavaFx,...
                
AccomplishmentsTools:Java, SQL, JavaFX, MySQL, IntelliJ, Scenebuilder
A desktop application that supports shop management
Use Dashboard with chart and statistics to report monthly sale

Accident-Car prevention equipment.
                  An MVP product of a startup project aimed at minimizing losses from car accidents, simulated on Arduino.
                
AccomplishmentsTools:C++, ESP32, Platform.io, Arduino
The product can measure the extent of damage to the vehicle owner caused by a car accident. If the damage exceeds a certain threshold, it can automatically call emergency services to minimize potential harm to life.
Collect necessary information about the accident to assist in investigations or dispute resolution.

Game 2D: UII Challenges
                  A course project in University on basic programming based on Pygame.
                
AccomplishmentsTools:Python, Pygame, 2D Design
Players need to overcome obstacles and have 4 lives corresponding to the number of characters. Each time a character falls, the player loses one life.
Players collect donuts or find supportive items to increase their speed