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Data Scientist at Micron Technology Singapore

M.S.c in DFinTech, B.S. in Statistics from National University of Singapore

A little more about me...

"""
# Fields
- `Languages::Vector{String}`: A list of programming languages the technophile is proficient in or familiar with.
- `Skillset::Dict{String, Vector{String}}`: A dictionary mapping broad areas of expertise to specific tools, frameworks, or technologies. 
- `LearningPlatforms::Vector{String}`: A list of platforms used for coding practice and skills development.
- `Interests::Vector{String}`: A list of topics or areas the technophile is currently exploring or interested in
"""
struct TechnophileProfile
    Languages::Vector{String}
    Skillset::Dict{String, Vector{String}}
    LearningPlatforms::Vector{String}
    Interests::Vector{String}
end

hyProfile = TechnophileProfile(
    ["Python", "Julia", "R", "SQL", "JavaScript", "TypeScript", "C++], 
    Dict(
        "Web Development" => ["Angular", "Node.js", "JavaScript","Typescript", "CSS", "HTML"], 
        "Cloud Computing" => ["GCP", "BigQuery", "Vertex AI", "Dataproc", "Cloud Composer", "Cloud Build", "Google Cloud Storage"], 
        "End-to-end DSML" => ["Pandas", "Numpy", "Pydantic", "Pandera", "Tensorflow", "PyTorch", "Scikit-learn", "XGBoost", "Poetry", "PyTest", "Cookiecutter"],
        "AI & LLM Framework" => ["Langchain", "AutoGen", "CrewAI"]
        "Data Engineering" => ["Prefect", "Mage", "Kestra", "Kedro", "PostgreSQL"] 
    ),
    ["Leetcode", "Kattis", "HackerRank"],
    ["Julia", "LLM Applications", "End-to-end Data Science Solution", "Production-ready Code"]
)

     

"There is no such thing as work-life balance. Everything worth fighting for unbalances your life." Alain de Botton

Hy's Projects

design-pattern-related icon design-pattern-related

This repository documents my journey of learning design patterns. This is a personal resource to track my progress and share insights with others who are also interested in understanding and applying design patterns effectively

expense-notifier icon expense-notifier

A automation pipeline for extracting expense data from NotionDB, analysing with LLM Agent and triggering a telegram bot message

it5001-stuff icon it5001-stuff

It's a work in progress that will be continuously updated when I have time

mental-gym icon mental-gym

documenting practices on various coding platform such as leetcode, kattis, hackerrank etc

ml-playbook icon ml-playbook

A collection of notes and hands-on exercises for ML & DL

personal-development-roadmap icon personal-development-roadmap

This repository contains a Mermaid-based diagram visualizing a personal development roadmap. The roadmap is designed to help track progress in acquiring new skills and achieving professional objectives.

robo_advisor icon robo_advisor

A robo advisor that is trained on ML to provide recommendation for trading

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