Sirabhop

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Jay Sirabhop

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Data Scientist

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Bangkok, Thailand
05:55 (UTC +07:00)
https://www.linkedin.com/in/sirabhop/

Achievements

Achievements

Sirabhop/README.md

Hello 👋

I"m Jay, a data scientist living in Bangkok, Thailand.

Projects

Trained from Scratch!

Hotel Recommendation System, E2E recommendation system employed BST model.
LLM from scratch, a self-learning repo to deepen the understanding of GPT architecture.
Pre-clinical Alzheimer Classification, thesis that tackles un-solvable and non-curable disease using gold method EEG while proposing a cheaper method the cognitive test.

Fine-Tuned Models

Restuarant Recommendation System, E2E recommendation system using multi-modal embedding model.
Food Category Recommendation System, E2E recommendation system using simple statistics to generate top-hit user categories.
Semantic search, E2E semantic search engine where the best model is selected for fine-tuning tasks specifically tailored for handling Thai language.

AI Applications

Talk to database, an POC E2E talk to database that perform NL2SQL.
HR Helpdesk Chatbot System, A chatbot system performs multi-RAG answer relevant questions.

Contact Me

You can reach me at [email protected]

Pinned Loading

food-category-recommendation food-category-recommendation Public

Python
food-you-may-also-like food-you-may-also-like Public
hotel-recommendation-system hotel-recommendation-system Public

Python
llm-from-scratch llm-from-scratch Public

Demonstrate the understanding of LLM, in particular GPT architecture.

Python
mart-semantic-search mart-semantic-search Public

Python
poc-food-playlist-recommendation poc-food-playlist-recommendation Public

An POC of the multi-model embedding approach for restaurant recommendation

Python