Chương trình mentoring của Chau Tran
Giới thiệu bản thân
Update: Currently taking a break from social media. In case you need to book with me, please come back around Nov 2023 ^^~
P.S: I might not reply because Im still in my break, I deeply apologize for my absence!!! Will try to arrange a suitable schedule with you all!! Keep studying and love statistics!
Kinh nghiệm làm việc
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Senior Data Analyst
MoMo (M_Service)
- Oct 2021 - Present:
Senior Data Analyst
- Sep 2020 - Oct 2021
Data Analyst
+ Experience with BI/Analytics/Statistics tools and languages (Google Bigquery, Google Data Studio, R, Python, PowerBI, Google Analytics, etc.).
+ Design and implement solutions and best-practices, with automation and scalability in mind, to empower end-users to become self-reliant.
+ Collaborate with internal team to consolidate requirements, understand business needs, and deliver projects in a timely manner.
+ Projects include: Customer Segmentation, User Acquisition Optimization, Retention Analysis and Churn Prediction, User Engagement Analysis, Funnel Analysis: Conversion, Gamification, Social Network Analysis, NLP, Sentiment Analysis, A/B Testing & Experimentation Analysis for product/app development and optimization, etc.
+ Supplement the analytics and visualization contributions towards data-driven decision in Cinema booking service (09/2020-11/2020) and P2P money transfer service (11/2020-Present).
+ Manage high volumes of both commercial and operational data to provide analyses and insights.
+ Directly influence the product development, and make impact on the commercial decisions of the business.
+ Build, develop, and maintain automated dashboard to monitor performance metrics.
+ Moniter data quality of different teams to ensure data sources are relevant and reliable for the team's purposes.
+ Analyze complex data (both qualitative and quantitative) to drive insightful findings and translate them into actionable recommendations for our stakeholders.
+ Support big campaigns during national holidays (Lunar New Year, etc.) such as e-LuckyMoney (Red Envelope) to help users transfer money from their e-Wallet to many recipients.
+ Provide corporate data training courses for both technical and non-technical team to help building a data-driven mindset for staff development in the company.
+ Design Data Analytics mentorship and coaching program for new talents.09/2020 - Hiện tại -
Project Incubator for Young Social Entrepreneurs (PISE) · Freelance
Student Mentor
PISE is an aspiring network that aims to use the power of mentorship to disrupt the opportunity gaps among Vietnamese high school students. Making use of the ever-growing, widespread usage of Internet and the burgeoning entrepreneurial spirit in Vietnam, we strive to become a community that navigates students of socially and geographically disadvantaged background to life-changing opportunities in Vietnam and abroad.
01/2019 - Hiện tại -
Student Mentor (Data Analytics)
SheCodes Vietnam
12/2020 - 02/2022 -
AI & Machine Learning Engineer
CoderSchool
- Mar 2020 - Jun 2020:
AI & Machine Learning Engineer
Artificial Intelligence & Machine learning Researcher at CoderSchool (https://www.coderschool.vn/en/)
+ Learning languages, tools and skills: Python, SQL, Jupyter Notebook, Flask, HTML, CSS, JavaScript, API, Beautifulsoup...
+ Analysing and Displaying data with Google Data Studio
+ Building Machine Learning and Deep Learning models with Scikit-learn and Tensorflow (Object classification, Facial Recognition, OpenCV - Handwriting OCR for Vietnamese Address, Hand-on projects such as Music Recommendation System,...)
- Feb 2020 - Jun 2020:
Data Analyst02/2020 - 06/2020 -
Assistant Manager Business Development
Shimizu Corporation -Japan
- Assist the General Manager and Regional Manager in their daily activities
- Oversee all sales and marketing for the firm, including strategic planning, presentations, account development, and account management.
- Seek opportunities by leveraging industry connections and relationships as well as developing new relationships with contractors, subcontractors, engineers, owners and partners
- Pay weekly visit to on-going projects and collect available industrial land information in Ho Chi Minh City, Can Tho, Chau Duc, Long An, Long Hau, Binh Duong, Dong Nai, Bien Hoa, Loc An - Binh Son, etc.
- Work closely with Procurement, Engineering, Project Management, and Design Departments in Singapore, China and Japan to define strategy, support the bidding process, negotiate contracts, and new work for the company
- Negotiate contracts and win new business: Successfully consulted Fanuc Vietnam Co., Ltd (https://3asteel.vn/project/fanuc-vietnam-new-building-project/)01/2019 - 03/2020
Quá trình học tập
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Oxford Machine Learning Summer School (University of Oxford's Deep Medicine and CIFAR)
Machine Learning in Finance
This course covers most important topics in ML/DL that the field is showing a growing interest in (e.g., statistical/probabilistic ML, representation learning, reinforcement learning, causal inference, vision & NLP, geometrical DL, ...) and their applications in sustainable development goals (SDGs, or Global Goals).
06/2022 - 08/2022 -
Google Women Developer Academy
Data Analytics, Public Speaking
The Women Developer Academy, powered by Women Techmakers, will equip participants with the skills, resources and support they need to become leaders in the industry through public speaking and other community contributions.
Throughout the WDA, participants will tune-in to live workshops with speakers from Google and the Google Developer Expert program. Workshops will focus on the steps to build a stellar technical presentation and talk from selecting a topic, structing a presentation, public speaking and marketing skills and confidence building sessions. Participants will walk away with a finalized presentation that they can deliver at any upcoming conference.
- Week 1: Cultivating Confidence
- Week 2: Public Speaking - Delivering an Engaging Talk
- Week 3: Structuring a Great Technical Presentation
- Week 4: Selecting the Right Topic for Tech Presentation
- Week 5: Discover Yourself & Women Developers Academy mentoring sessions
- Week 6: Women Developers Academy Graduation03/2022 - 04/2022 -
CoderSchool
Machine Learning Bootcamp
Winner of Machine Learning Demo Project.
1. Programming in Python, Web Scraping, Git
2. Advanced Python & SQL, Data Structure & Algorithms, PostgreSQL, CRUD Process in a web application
3. Data Analysis and Visualization, Feature Extraction & Feature Engineering, Advanced Pandas, Google Data Studio
4. Machine Learning Algorithms, Math in ML, Linear Regression, Logistic Regression, Basic NLP (Bag of words, TFIDF)
5. Random Forest and Decision Tree, SVM & KNN, Unsupervised Learning, Bagging & Boosting
6. Deep Neural Networks (DNN), Setup VM instance on GCP with GPU, Hyper-parameter tuning in Deep Learning (DL), Intro to TensorFlow 2.0
7. The mechanics of TensorFlow, Convolutional Neural Network (CNN), Transfer Learning and Fine-tuning pre-trained model
8. Intro to Computer Vision, Intro to OpenCV, Recurrent Neural Network, C-RNN in text recognition
9. Recommendation System, Intro to Embedding Space
10. Data Pipeline with TensorFlow 2.0, Data Validation with TensorFlow 2.0, Model Deployment with TensorFlow Serving02/2020 - 06/2020 -
Ritsumeikan Asia Pacific University
Bachelor's degree, Business Administration and Management, General
- Grade: 3.7
- Activities and societies:
+ Most Outstanding Undergraduate Thesis.
+ Top 2 Female Entrepreneurs Scholarship by Beppu City.
+ Top 30 young entrepreneurs in Deguchi Startup Business School.
+ Beta Gamma Sigma Honour Member, one of the highest-performing students of AACSB-accredited schools.
+ Representative to deliver Research speech on the topic of OVOP in Asia Pacific University in the 14th Asia Pacific Conference.
+ JASSO Scholarship.
+ Japanese Government (MEXT) Scholarship, University's Tuition Reduction Scholarship.
- Research speech on OVOP: http://en.apu.ac.jp/rcaps/uploads/fckeditor/Conference/ProceedingsDraft161117.pdf (page 128)
- Most outstanding thesis:
https://en.apu.ac.jp/academic/page/content0066.html/?c=0611&&version=English&fbclid=IwAR3axO4OKljpCpXCpukC4JFmlCSRg4HhpiLA0RmKLHzvZz2hqyW7B8s789409/2014 - 09/2018
Hoạt động ngoại khóa
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Mentori
Mentor
06/2022 - Hiện tại -
Student Mentor
Project Incubator for Young Social Entrepreneurs (PISE)
Support young social entrepreneurs in Gia Lai to help promote their hometown as a tourist destination, thus raising awareness about the local and cultural speciaties.
Link: https://www.facebook.com/pisevn/photos/269371472066152601/2019 - 08/2022 -
SheCodes Vietnam
Data Analytics Student Mentor
Give professional advice to female students in Vietnam who dream to pursue a career in the field of Data Analytics
01/2022 - 02/2022 -
Slush
Volunteer Meeting Area Staff
Provided guests with the perfect environment where new ideas and business can emerge.
Meeting Area is said to be the most important and crucial part of Slush Tokyo, where investors and startups will actually be able to negotiate one on one and create something awesome.03/2018 - 04/2018 -
Nang Thang 7
Founder and Event Planner
I established this Student Non-Profit Organization with the help of my high school friends with a hope to raise fund for the poor residing within my provincial, therefore raising the public awareness as well as training our leadership and problem-solving skills
07/2013 - 07/2017
Tên giải thưởng
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Coderschool Machine Learning Demo Day Winner
Associated with CoderSchool
After 8 weeks of hard work at CoderSchool, the students of Machine Learning Complete Course graduated on June 17th, 2020. From the fundamentals of Machine Learning, students would present their own final projects.
Link to my online presentation (starting from 41:40): https://fb.watch/cpeBmwY8ZO/
My project is about music recommendation. This app, which can be connected to the Fitbit Device, detects the user's heart beat and recommends suitable songs, then automatically creates a music list based on that user's music taste.
A good playlist is more than a sequence of similar songs. Therefore, in this project, we are focusing on the mooth transition between tracks. In order to achieve this goal, it is important to pick the best next song, and 3 parameters will be used: Distance to the RNN output vector, Key similarity (using the Circle of Fifth), and Tempo similarity (Getting the user's HR by calling Fitbit API).06/2020 -
Top 12 Finalist of Adecco CEO for One Month
CEO for One Month will run in 49 countries, where the first step will be for candidates to apply to become *CEO for One Month in their country of residence, before making it to a shortlist of 10 top performers. Of the final 10 candidates, 1 will be chosen to become Global *CEO for One Month.
05/2017 -
Hult Prize Regional Finalist
The Hult Prize challenges young people around the world to solve the planet's most pressing issues through social entrepreneurship. Representing Japan, our team has been selected to participate in the 8th Annual Hult Prize Regional Final - Shanghai from a record breaking pool of over 50,000+ applications received from over 100 countries to participate in this game changing initiative.
01/2017 -
Outstanding Thesis Award
Associated with Ritsumeikan Asia Pacific University
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First Runner-up of Japan National Case Competition
Associated with Ritsumeikan Asia Pacific University
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Soroptimist Beppu Scholarship
Associated with Ritsumeikan Asia Pacific University
Scholarship for young female entrepreneurs -
JASSO Scholarship
Associated with Ritsumeikan Asia Pacific University
Scholarship for Students studying abroad in Japan -
APU Tuition Reduction Scholarship
Scholarship for outstanding international students; Received in all 4 years.
Kỹ năng & chứng chỉ
Business Strategy
Data Analysis
Machine Learning
Chinese
Limited working proficiency
English
IELTS 7.5
Japanese
JLPT N2
Data Visualization
Statistical Modeling
Google Data Analytics Certificate
Those who earn the Google Data Analytics Certificate have completed eight courses, developed by Google, that include hands-on, practice-based assessments and are designed to prepare them for introductory-level roles in Data Analytics.
Tensorflow Developer Certificate
The certificate program requires an understanding of building TensorFlow models using Computer Vision, Convolutional Neural Networks, Natural Language Processing, and real-world image data and strategies.
Thứ 7, 08-07-2023
Chị Mentor rất đỉnh luôn ạ <3, chị cực kì thân thiện và sẵn sàng trả lời ngay cả những câu hỏi ngô nghê nhất, nếu mọi người cứ thoải mái đặt câu hỏi ạ. Bản thân em như được khai sáng sau buổi mentor luôn ạ ><
Thứ 6, 21-10-2022
Em đã học được rất nhiều điều ý nghĩa sau buổi cố vấn. Em cảm ơn mentor rất nhiều ạ.
Chủ nhật, 11-09-2022
Mentor vô cùng tâm huyết. Em hy vọng sau này còn có thể book lịch với mentor tiếp ạ.
Chủ nhật, 04-09-2022
Được nói chuyện với chị Châu là một trải nghiệm rất tuyệt vời. Chị Châu không những giỏi, tài năng, nhiều kinh nghiệm, nhiều kiến thức mà chị còn rất thoải mái, casual, willing to help out. Mình rất recommend ai có anxiety khi phải gặp và nói chuyện với người lạ vì từ khi vào meet với chị Châu thì nỗi sợ đó của mình đã tan biến luôn ạ
Thứ 7, 27-08-2022
Chị Châu rất thoải mái và nhiệt tình. Các chia sẻ về insights thực tế công việc của 1 bạn DA từ chị giúp em cải thiện được mindset của bản thân và thu thập thêm được nhiều kiến thức bổ ích. Em chúc chị thi tốt và gặp nhiều thuận lợi trong những dự định sắp tới của mình. Hy vọng sắp tới sẽ book được lịch mentor với chị tiếp ạ ❤️❤️❤️
Thứ 3, 23-08-2022
Thêm một buổi mentor với siêu nhiều concept hay ho từ chị Châu. Buổi kết nối nào với chị cũng worth every minute. Cảm ơn chị nhiều và chúc chị thật nhiều sức khỏe trong thời gian tới ạ.
Thứ 5, 21-07-2022
Tham vấn với chị Châu mình bị ngợp luông vì khả năng tự học và tiếp thu kiến thức mới dù từ khối Kinh tế sang một ngành khá Technical như DA. Sau buổi kết nối mình học được tư duy rất hay từ chị, đấy là mindset first, skill later và củng cố được sự tự tin khi là dân kinh tế và mong muốn chuyển ngành. Ngoài ra mình cũng thấy mình khác có duyên với người tên Châu, lead hiện của mình cũng tên Châu. Rất mong đợi buổi hẹn tiếp theo với chị Châu Trần vào tháng 8 <3. Cảm ơn chị Châu nhiều nhiều.
Thứ 5, 07-07-2022
Châu là một mentori có sự nhiệt huyết và kiến thức chuyên môn. Trò chuyện với Châu như với một người bạn lâu năm. Câu chuyện của Châu mang đến nhiều hướng đi trong ngành AI cũng như giúp mình hiểu hơn về BA. Rất cám ơn Châu đã dành thời gian cho buổi trò chuyện với mình, mong rằng Châu giữ gìn sức khỏe, và hẹn mentori Trần vào tháng 8. Yours truly./
Thứ 3, 05-07-2022
Được nói chuyện với chị Châu vừa vui vừa giúp em mở mang thêm rất nhiều. Chị Châu đã giúp em biết được các hướng đi khác nhau khi làm Data Analyst, tiếp đến là kinh nghiệm chọn công ty sao cho phù hợp với nguyện vọng về công việc, và cuối cùng là các kiến thức, kĩ năng cần chuẩn bị trước khi apply. Chị Châu đã rất willing chia sẻ về trải nghiệm thực tế của chị khi apply, làm việc và liên tục học tập. Chị cũng recommend những khoá học từ cơ bản tới nâng cao kèm theo thứ tự nên học dành cho người muốn đi sâu và gắn bó với ngành lâu dài. Hơn 1 giờ chút thôi mà em đã có thêm rất nhiều thông tin về ngành, cần phải dành thời gian để sắp xếp tổng hợp lại để make sure là không miss điều gì. Em cảm ơn chị Châu rất nhiều. Highly recommend mọi người đặt lịch chị Châu nhé.
