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Phattharanat Khunakornophat
Data Scientist/Developer
Data Scientist and Developer with four years of experience in data analysis, computer vision, and backend development. I've worked across the ML workflow, from training models to getting them running in production, and on the backend services and cloud setup around them.
Skills
Frameworks and Libraries:Django, FastAPI, pandas, numpy, pythainlp, gensim, NLTK, streamlit, matplotlib, seaborn, Phoenix, Astro
Languages:Python, Haskell, Elixir, R, SQL, Ruby, JavaScript
Tools:Git, Docker, uv, just, Postgres, MongoDB, Airflow, Kafka, RabbitMQ, Bitbucket Pipelines, Ollama, RAG, MCP, Google Looker Studio, Digital Ocean, AWS, Obsidian
Activity
An internal meetup talk "What not to Plot and Data Visualisation in History"
The MatherAug 2023
- Provided a retrospective analysis of a chart and proposed improvements
- Highlighted some great data visualisations in history
Interests
- Data visualisation
- Table Tennis
- Listening to Sawano Hiroyuki's music
- Functional Programming, Haskell, Elixir
- Personal Knowledge Management, Zettelkasten, Evergreen Notes
Experience
Data Scientist
The MatherJul 2022 - Present
- Data Analysis & Visualisation: Deliver data analysis and visualisations on request across RFM, cohort, and association rule learning on POS data; analyse survey responses using word cloud, n-gram, and LDA topic modelling.
- Computer Vision Systems: Design and develop end-to-end computer vision pipelines including vehicle/accident detection, face recognition-based visitor management, event people counting, and product-on-shelf detection using YOLO, RF-DETR, Kafka, RabbitMQ, and TimescaleDB; train and fine-tune custom object detection models.
- Backend Development: Build and maintain a standardised Django starter template with Docker, Postgres.
- Infrastructure & DevOps: Configure Cloudflare Tunnel with multiple domain mapping, manage Nginx and cloud environments, automate deployments via Bitbucket Pipelines, and standardise deployment commands using Justfile.
Projects
altr - my personal python package
Personal projectMay 2025
- A collection of snippets of code for solving problems bundled as python package that can be installed from github
Astro Digital Garden
Personal project2025
- Personal website built with Astro, with a built-in resume PDF export feature
Wordle But Statistics
Personal project2022
- Solve the Wordle puzzle optimally by using statistics/information theory
Education
Bachelor of Engineering, Computer Engineering
King Mongkut's University of Technology North BangkokAug 2016 - Apr 2020
- First Class Honour (CGPA 3.83)
- Senior Project: Bias Correction of Multi-Dimensional Climate Data and Visualisation
Phattharanat Khunakornophat
Data Scientist/Developer
Data Scientist and Developer with four years of experience in data analysis, computer vision, and backend development. I've worked across the ML workflow, from training models to getting them running in production, and on the backend services and cloud setup around them.
Skills
Frameworks and Libraries:Django, FastAPI, pandas, numpy, pythainlp, gensim, NLTK, streamlit, matplotlib, seaborn, Phoenix, Astro
Languages:Python, Haskell, Elixir, R, SQL, Ruby, JavaScript
Tools:Git, Docker, uv, just, Postgres, MongoDB, Airflow, Kafka, RabbitMQ, Bitbucket Pipelines, Ollama, RAG, MCP, Google Looker Studio, Digital Ocean, AWS, Obsidian
Experience
Data Scientist
The MatherJul 2022 - Present
- Data Analysis & Visualisation: Deliver data analysis and visualisations on request across RFM, cohort, and association rule learning on POS data; analyse survey responses using word cloud, n-gram, and LDA topic modelling.
- Computer Vision Systems: Design and develop end-to-end computer vision pipelines including vehicle/accident detection, face recognition-based visitor management, event people counting, and product-on-shelf detection using YOLO, RF-DETR, Kafka, RabbitMQ, and TimescaleDB; train and fine-tune custom object detection models.
- Backend Development: Build and maintain a standardised Django starter template with Docker, Postgres.
- Infrastructure & DevOps: Configure Cloudflare Tunnel with multiple domain mapping, manage Nginx and cloud environments, automate deployments via Bitbucket Pipelines, and standardise deployment commands using Justfile.
Projects
altr - my personal python package
Personal projectMay 2025
- A collection of snippets of code for solving problems bundled as python package that can be installed from github
Astro Digital Garden
Personal project2025
- Personal website built with Astro, with a built-in resume PDF export feature
Wordle But Statistics
Personal project2022
- Solve the Wordle puzzle optimally by using statistics/information theory
Education
Bachelor of Engineering, Computer Engineering
King Mongkut's University of Technology North BangkokAug 2016 - Apr 2020
- First Class Honour (CGPA 3.83)
- Senior Project: Bias Correction of Multi-Dimensional Climate Data and Visualisation
Activity
An internal meetup talk "What not to Plot and Data Visualisation in History"
The MatherAug 2023
- Provided a retrospective analysis of a chart and proposed improvements
- Highlighted some great data visualisations in history
Interests
- Data visualisation
- Table Tennis
- Listening to Sawano Hiroyuki's music
- Functional Programming, Haskell, Elixir
- Personal Knowledge Management, Zettelkasten, Evergreen Notes
Phattharanat Khunakornophat
Data Scientist/Developer
Data Scientist and Developer with four years of experience in data analysis, computer vision, and backend development. I've worked across the ML workflow, from training models to getting them running in production, and on the backend services and cloud setup around them.
Skills
Frameworks and Libraries:Django, FastAPI, pandas, numpy, pythainlp, gensim, NLTK, streamlit, matplotlib, seaborn, Phoenix, Astro
Languages:Python, Haskell, Elixir, R, SQL, Ruby, JavaScript
Tools:Git, Docker, uv, just, Postgres, MongoDB, Airflow, Kafka, RabbitMQ, Bitbucket Pipelines, Ollama, RAG, MCP, Google Looker Studio, Digital Ocean, AWS, Obsidian
Experience
Data Scientist
The MatherJul 2022 - Present
- Data Analysis & Visualisation: Deliver data analysis and visualisations on request across RFM, cohort, and association rule learning on POS data; analyse survey responses using word cloud, n-gram, and LDA topic modelling.
- Computer Vision Systems: Design and develop end-to-end computer vision pipelines including vehicle/accident detection, face recognition-based visitor management, event people counting, and product-on-shelf detection using YOLO, RF-DETR, Kafka, RabbitMQ, and TimescaleDB; train and fine-tune custom object detection models.
- Backend Development: Build and maintain a standardised Django starter template with Docker, Postgres.
- Infrastructure & DevOps: Configure Cloudflare Tunnel with multiple domain mapping, manage Nginx and cloud environments, automate deployments via Bitbucket Pipelines, and standardise deployment commands using Justfile.
Education
Bachelor of Engineering, Computer Engineering
King Mongkut's University of Technology North BangkokAug 2016 - Apr 2020
- First Class Honour (CGPA 3.83)
- Senior Project: Bias Correction of Multi-Dimensional Climate Data and Visualisation
Projects
altr - my personal python package
Personal projectMay 2025
- A collection of snippets of code for solving problems bundled as python package that can be installed from github
Astro Digital Garden
Personal project2025
- Personal website built with Astro, with a built-in resume PDF export feature
Wordle But Statistics
Personal project2022
- Solve the Wordle puzzle optimally by using statistics/information theory
Activity
An internal meetup talk "What not to Plot and Data Visualisation in History"
The MatherAug 2023
- Provided a retrospective analysis of a chart and proposed improvements
- Highlighted some great data visualisations in history
Interests
- Data visualisation
- Table Tennis
- Listening to Sawano Hiroyuki's music
- Functional Programming, Haskell, Elixir
- Personal Knowledge Management, Zettelkasten, Evergreen Notes