Driven by curiosity, eager self-learner, Kaggle Notebook Expert, Datathons enjoyer, PyData volunteer, currently engaged in Women in AI Mentorship, exploring and contributing to Open Source Land and building my Machine Learning portfolio.
- 🔭 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.
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🌱 I’m currently learning 🐻❄️ Polars and that's Ritchie Vink - creator of Polars with my graffiti:
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👨💻 All of my projects are available at https://github.com/anopsy
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📑If you'd like to hire me, check my CV
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📝 I write about my learning journey on https://medium.com/@anopsy28
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📫 How to reach me [email protected]
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⚡ 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🧠
