• 🔭 I’m currently working on Did ChatGPT replace Juniors?

Inspired by personal curiosity and a 2023 Hackathon challenge (won in the ‘Most Polished’ category). This project investigates the impact of large language models like ChatGPT on entry-level roles in tech. Demonstrated skills include data cleaning, data wrangling, data analysis, and modeling, using tools such as Python, APIs, Polars, and Hvplot.

• 🌱 I’m currently learning 🐻‍❄️ Polars and that's Ritchie Vink - creator of Polars with my graffiti:

  

• 👨‍💻 All of my projects are available at https://github.com/anopsy

• 📑If you'd like to hire me, check my CV

• 📝 I write about my learning journey on https://medium.com/@anopsy28

• 📫 How to reach me [email protected]

• ⚡ Fun fact 🎨 I paint graffiti portraits

🎨 Selected Portfolio Projects
┣━━ contributing to OSS at:
┃   ┣━━ 🧱scikit-lego
┃   ┃   ┣━━ contributed to docs  
┃   ┃   ┗━━ made ColumnSelector dataframe agnostic using Narwhals 
┃   ┗━━ 🐳🦄narwhals 
┃   ┃   ┣━━ contributed to docs  
┃   ┃   ┗━━ added ddof argument to std method 
┃   ┗━━ 💡embetter
┃       ┣━━ deprecated a method  
┃       ┗━━ added pre-commit hooks  
┃ 
┣━━ Juniors_vs_ChatGPT - 🦺WIP 
┃   - Did ChatGPT replaced Juniors and Interns? 
┃   ┣━━ data cleaning
┃   ┣━━ data wrangling
┃   ┣━━ data analysis
┃   ┣━━ modeling
┃   ┗━━ python🐍/API/polars🐻‍❄️/hvplot📊
┃  
┣━━ MaskMap: Decoding the Hidden Spectrum  
┃   - Prototype of a diagnosis support tool using the power of NLP to identify symptoms of Autistic Masking
┃   ┣━━ data scraping
┃   ┣━━ data cleaning
┃   ┣━━ modeling
┃   ┣━━ deploying
┃   ┗━━ python🐍/pandas🐼/FastAPI
┃  
┣━━ Equity in Healthcare: Women in Data Science Datathon 2024 
┃   - WIDS Datathon Project predicting a timely diagnosis of Metastatic Cancer
┃   ┣━━ data cleaning
┃   ┣━━ data wrangling
┃   ┣━━ data analysis
┃   ┣━━ modeling
┃   ┗━━ python🐍/pandas🐼/ensemble🌳/keras🧠
┃  
┣━━ Relative Search Volumes Analysis  
┃   - Search Volumes for Autism vs Autism Spectrum Disorder around the world
┃   ┣━━ data scraping
┃   ┣━━ data cleaning
┃   ┣━━ modeling WIP
┃   ┗━━ python🐍/pandas🐼
┃  
┣━━ Steelplate Defect Visual EDA  
┃   - Colorful joyplots for Visual EDA
┃   ┣━━ data visualization
┃   ┣━━ ensemble
┃   ┗━━ python🐍/pandas🐼/xgb🌳/seaborn🎨
┃  
┣━━ hossenfelder - 🦺WIP  
┃ - Data Analysis and Prediction of views on Sabine Hossenfelder YT channel
┃   ┣━━ data scraping
┃   ┣━━ data cleaning
┃   ┣━━ modeling WIP
┃   ┗━━ python🐍/pandas🐼
┃  
┗━━ MyFalaClassifier - 🦺WIP  
- Detector of surfable waves
    ┣━━ live-stream scraping
    ┣━━ image processing
    ┣━━ transfer learning
    ┣━━ deploying
    ┗━━ python🐍/keras🧠