Jaronchai Dilokkalayakul

Me in 10 seconds

I’ve been a data engineer, a researcher, and I like to talk all about it.
I’m a coffee drinker, media enjoyer, and I love a being a dog on the internet sometimes.
Bangkok native, I now live in Sendai, Japan.

Me in 10 minutes

See my “about” page

What am I doing now?

See my “now” page

Tools I use?

See my “uses” page

Selected Writings

02 / 2026 Data Platform: Batch + Streaming + Lakehouse + Monitoring for Bioinformatics

09 / 2024 How to LLM+RAG with Milvus VectorDB WALKTHROUGH

01 / 2023 Installing Tensorflow-Metal on Apple Silicon MacOS with Miniconda

See all weblogs →

Recent talks

Data Integration and Platform Unification Challenges in Marine Bioinformatics

COSMEC and ANEMONE Global Joint Symposium 2026 · 2026-02-06 · Tokyo, Japan

Slides

Details

In this talk, I have discussed the challenges of data integration and platform unification in marine bioinformatics, with a focus on the ANEMONE project. I have highlighted the importance of integrating diverse datasets and unifying platforms to enhance our understanding of marine ecosystems and improve conservation efforts.
The 11th EAFES International Congress - Context-Aware Marine Plankton Classification with Multimodal Large Language Model and Retrieval-Augmented Generation Reasoning

The 11th EAFES International Congress · 2025-07-20 · Tokyo, Japan

Abstract Poster

Details

EAFES2025 Website: https://eafes2025.com/index.html
IMBC2025 Oral Presentation Awards - Automated Taxonomic Identification of Marine Plankton

International Marine Biotechnology Congress 2025 · 2025-07-08 · Brest, France

Slides Abstract

Details

Oral presentation of my work on "Automated Taxonomic Identification of Marine Plankton Using a Large-Language-Model and Retrieval-Augmented-Generation Framework." With my presentation, I recieived IMBC organization awards for other outstanding oral presentations. IMBC2025 Website: https://www-iuem.univ-brest.fr/imbc-2025/?lang=e
Semantic Plankton: Multimodal LLMs and RAG for Automated Ocean Microorganism Analysis

Earth, Sea and Sky XI: Workshop for International Joint Graduate Program & Core Research Cluster in Earth and Environmental Sciences · 2025-06-03 · Tohoku University, Sendai, Japan

Abstract Poster

Details

Poster presentation on my Semantic Plankton project, in the event organized by Tohoku University and GP-EES, focusing on the use of multimodal large language models (LLMs) and retrieval-augmented generation (RAG) techniques for automated analysis of ocean microorganisms.
WPI-AIMEC workshop at Hawaii University

Advance Institute for Marine Ecosystem and Climate (AIMEC) Workshop · 2025-03-04 · Hawaii University, Hawaii, USA

Slides

Details

Gave a talk on applications of Multimodal Large Language Models (LLMs) in marine ecosystem research, main example is from my Semantic Plankton project. Check out the slides for more details on the implementations.