- 🎓 I am a Computer Science graduate and obtained the Data Science Diploma from BrainStation in April 2024.
- 📜 I have an AWS Cloud Practitioner Certificate since December 2023.
- 💻 I've worked as a Software Engineer and designed and developed full-stack features in React/TypeScript, created automated database migrations in SQL, optimized query performances and escalations using GCP and Kibana for a client base of 4000+.
- 📚 I have been contributing to the development and enhancement of Pandas, a powerful Python data analysis toolkit. I do so by optimizing performance and fixing bugs, and working with the pandas community to provide insights.
- 😃 I am also Actively looking for a job in Toronto 🇨🇦. Open to relocation.
Toronto Parking Ticket Data (2016-2022) 🚀
- Data Cleaning and EDA: Visuals on yearly revenue, top parking offences, major hotspots based on season, holiday, sports match etc. Applying proper datetime from '20160101' to '2016-01-01' and '123' to '01:23'.
- Feature Engineering: Classifying parking offences into groups. Scraping data by using Geopy to convert addresses into latitude and longitude.
- Modeling: Classifying parking offences using KNN, Random Forest then onto Randomized Search.
- Advanced Modeling: Classification and predictions of parking offences based on latitude and longitude.
-
Programming Languages
-
Libaries
-
Tools
-
Big Data
I'm always open to new opportunities, collaboration, and discussions about all things data and technology!