fadhelmurphy Goto Github PK

an ENFJ tech-bro who enjoys punk music/concerts. I like to interact with many people.

Check out my personal website: https://fadhelmurphy.github.io

• Currently: Shifting to Data Engineer/ML Engineer/Data Scientist
• Previously: Frontend Engineer on several companies.

• Software Engineering
• ML Engineering
• Data Analytics

Machine learning & Data Science (Junior):

• Exploration Data Analysis (EDA)
• Hypothesis testing
• Data preprocessing (handling missing value, duplicate value, handling outliers, encoding features)
• Cross-validation Model
• Hyperparameter Tuning Model
• Evaluation Metrics
• Tracking above steps and manage stage (staging & production) with MLFlow
• Build API from model

Tech Stack : Pandas, Numpy, Matplotlib, Seaborn, Scikit Learn, Tensorflow, MLFlow, Flask, Tableau

Frontend (Mid-to-Sr): Nextjs, Reactjs, styled-jsx, styled-components, tailwind, zustand, redux, React-Query, SWR, rtk, native CSS

Javascript bundler: webpack 5, rollup, lerna, yarn workspace for monorepo project

Backend (Junior): FastAPI, Redis, Expressjs, PostgreSQL and Software design pattern

Monitoring : Sentry & MLFlow

Deployment: Caddy, Nginx, PM2, Docker Compose, Dockerize Image, Github Actions, Gitlab-ci

Server: I have experienced with AWS EC2, DigitalOcean or other VPS provider

Data Engineering (Junior): Airflow, BigQuery, MySQL