Hello! 👋 I'm a Data Scientist and AI Engineer enthusiast
I'm passionate about leveraging artificial intelligence and machine learning to tackle real-world problems. I specialize in object detection, predictive modeling, computer vision, data analysis, and data preparation. I love challenging projects and continuously seek opportunities to learn and improve.
Technical Skills:
- Programming Languages: Python, SQL, C/C++, HTML/CSS, TypeScript
- Libraries & Frameworks: pandas, Matplotlib, NumPy, Scikit-learn, TensorFlow, OpenCV, Ultralytics YOLOv8, Roboflow, Hugging Face
- Technologies & Platforms: Google Cloud, Tableau, Power BI, RapidMiner, ROS2, MQTT
- Machine Learning: Regression, Classification, Clustering, Time Series Analysis, Deep Learning, NLP, Computer Vision
Projects:
- Developed and trained a real-time object detection model (YOLOv8) for accurate chicken thigh identification.
- Successfully deployed the model on a TurtleBot3 autonomous robot.
- Built and optimized machine learning models (including LSTM) to predict Bitcoin price trends.
- Demonstrated insights through clear and informative visualizations.
- Conducted detailed analyses to identify optimal Bitcoin Dollar-Cost Averaging (DCA) investment strategies.
- Created interactive charts to visualize financial performance and insights.
- Implemented a deep learning model utilizing transfer learning (VGG19) to accurately classify diabetic retinopathy stages.
- Custom designed Dense layer with tanh activation for improved model performance.
- Applied transformer-based embeddings (OpenAI, Sentence-BERT) for semantic text analysis.
- Utilized clustering and classification algorithms (K-Means, HDBSCAN, Random Forest, Transformer classifiers) to effectively organize textual data.
Experience:
- Robotics & Intelligent Systems Trainee @ RV Connex (June - Nov 2024)
- Developed computer vision solutions with YOLOv8 for autonomous robotics.
- Enhanced robot reliability by integrating secondary image verification systems.
- Developed an image processing solution to detect specific objects and features using color based detection techniques.
- Education:
- Bangkok University
- Bachelor of Engineering, Artificial Intelligence Engineering and Data Science
- GPA: 3.71 (2021 - present)
- Phrae Technical College
- Vocational Certificate (Computer Technique)
- Honors in Computer Technique
- GPAX: 3.71 (2018 - 2020)
Certifications:
- Vector Search and Embeddings | Google Cloud (Coursera, Feb 2025)
Contact:
- 📧 suphawit.wanl@gmail.com
- 🐱💻 GitHub
I'm actively looking for full-time opportunities in Data Science, Machine Learning, or AI Engineering. If you're interested in collaborating or discussing potential roles, let's connect!
Currently, I am a fourth-year student at Bangkok University, majoring in Artificial Intelligence Engineering and Data Science, expecting to graduate in May 2025 and available to begin work in June.