Phattharanat Khunakornophat

Data Scientist/Developer

I have three years of experience as a Data Scientist and Developer. Most of my tasks are about providing analyses to support a strategy team. I gained experience in the field of spatiotemporal data and time series analysis whilst working on my senior project.

Github: chuan-khuna

Email: k.phattharanat@gmail.com

Location: Bangkok, Thailand

Skills

Languages: Python, Haskell, Elixir, R, SQL, Ruby, Gleam, JavaScript, Go
Frameworks and Libraries: Django, FastAPI, pandas, numpy, pythainlp, gensim, NLTK, streamlit, matplotlib, seaborn, Phoenix, Fiber, Gin, Astro
Tools: Git, Docker, uv, just, Postgres, MongoDB, Airflow, Kafka, RabbitMQ, Bitbucket Pipelines, Ollama, RAG, MCP, Google Looker Studio, Digital Ocean, AWS, Obsidian

Experiences

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

The Bazaar Tracker
Personal projectMar 2026
  • Item and skill tracker for The Bazaar, extracting data from screenshots using computer vision techniques
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
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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