Portfolio
Water Bottle Images Classification
Developed a machine learning CNN model that achieves 85% accuracy in classifying water bottle images based on their water levels.
CNN
Covid Tweet Text Sentiment Classification
Build a sentiment analysis model using NLP techniques to analyze Twitter text related to COVID-19.
NLP
Time Series Analysis with Python
Explore time series analysis concepts and develop a temperature forecasting model using SARIMA.
Time Series Analysis
DogAPI with Python Web API
Makes an API call to fetch a list of all dog breeds from open source dog pictures.
API
Dog's Breed Images Classification
Build a Convolutional Neural Network (CNN) to classify images into various dog breeds
CNN
E-Commerce Product Sales Analysis
Analyzed e-commerce website products. Provides a glimpse into consumer preferences, and market trends in the health domain.
EDA
FastAPI Docker Heroku - Model Deployment
Discover how to deploy machine learning models seamlessly using FastAPI, Docker, and Heroku with this step-by-step guide.
ML Model Deployment
Airline Passenger Satisfaction
Identify key factors affecting passenger satisfaction during flights. Develop ML model to predict satisfaction levels.
EDA &
CLASSIFICATION
KickStarter
Analyzed Kickstarter data to uncover insights for successful campaigns and suggested tips for future project owners
EDA
U.S. Birth Rates Analysis with SQL
Exploratory Data Analysis: Insights into U.S. Birth Rates using SQL
SQL
Resume
About me
Hi, I'm Wuttipat, and I've been working in engineering for a few years. However, I became interested in Data Science and found it to be an interesting field that could solve real-world problems. So, I started learning and developing my skills in this area on my own. I have a strong desire to switch to a career in Big Data relevant role, where I can work on something I enjoy and develop my skills with like-minded individuals.
Work
Experience
Vendor Key Account Manager
Lazada Thailand
2024 - Present
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Utilized data-driven Managed key accounts, driving revenue growth and securing strategic partnerships by identifying and closing new business opportunities.
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Built strong relationships with decision-makers, offering tailored solutions that met seller needs while collaborating with cross-functional teams to execute successful sales strategies.
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Analyzed market trends and competitor activities, providing insights to improve offerings and regularly reporting sales performance and forecasts to senior management.
Aircraft Mechanic
Thai Airasia
2018 - 2024
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Strictly followed organizational maintenance requirements to maintain all aircraft. Performed both scheduled preventive and unscheduled maintenance, included adjust, repair, and replace faulty aircraft components.
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Earned team trust, assumed responsibility for effectively managing and planning team member manpower, resulting in a streamlined maintenance activity plan and an increase in team productivity.
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Voluntarily joined task force with 12 people to reorganize and transformed an out-date maintenance tools storage system into collaborative spreadsheet and dashboard. Reduced missing tools by 10% per month.
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Designed an automated daily report in Google Sheets, replacing manual tracking. This led to a 20% increase in team record submissions.
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Developed tool borrowing records user-friendly dashboards. Bring on easily interpretable visualizations, facilitating more informed decision-making. leading to a reduction in monthly non-return tool errors by 10%.
Purchase Engineer
2017 - 2018
First Technology
Adopted supplier management methodologies and purchasing strategies to secure improved prices
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Analysis data gathered and develop solutions or alternative methods of negotiation
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Prepare specifications for purchases of materials or equipment.
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Oversee project production efforts to assure products are completed on time and within budget.
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Investigate or test vendors or competitors products.
Electrical Engineer
2014 - 2016
Thai Toko Engineering
Estimated project costs and resource allocation to forecast budget requirements and monitor adherence
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Prepare technical drawings, specifications of electrical systems, or topographical maps to ensure that installation and operations conform to standards and customer requirements.
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Develop budgets, estimating labor, material, and construction costs.
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Inspect completed installations and observe operations to ensure conformance to design and equipment specifications and compliance with operational and safety standards
Education
2010 - 2014
Electrical Engineering | Bachelor’s Degree
King Mongkut University of Technology North Bangkok
Skills
& Expertise
Programming:
Python, R, SQL
Scientific Computing:
Pandas, Numpy, Scipy, Scikit-learn, PySpark, dplyr
Data Visualization:
Matplotlib, Seaborn, ggplot2, Tableau, PowerBI, Looker Studio
Machine Learning:
Scikit-learn, Keras, Tensorflow, Pytorch, Deep learning, Image Classification,
Natural Language Processing
Databases:
BigQuery, PostgreSQL, Hadoop, Hive
Cloud Platforms:
AWS, Azure, GCP, Heroku
Software and Tools:
Git, VScode, Excel, Google Sheets
Statistics:
A/B testing, Hypothesis testing, Confidence Intervals, T-table, Z-score, p-value
Web Frameworks:
Django, FastAPI
Certificates
Coursera
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​DataCamp​
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​Udemy
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HackerRank