Data Scientist, Computer Lover, Optimist

About

• 👋 Hi, I’m @dweeppandya. I currently work as a Data Scientist at Ecolibrium helping institutes achieve their carbon net-zero goals and leading de-carbonization efforts with data! 🌳
• Previously I've worked with a leading FinTech to help catch the bad guys from doing bad things, specifically in the Anti-Money Laundering and Fraud Detection domains. 🏦
• 👀 I’m an explorer, always looking for the next challenge. Coding to me is a stress-buster.
• 🌱 I’m currently exploring the vast meadows of data science and decision intelligence. I'm also currently in the process of articulating what I learn through blogs/articles (checkout the Data Science section)
• 💞️ I'd love to collaborate with you on any project/idea that helps anybody in need.
• 📫 Feel free to drop a note here:
  • Email: dweep.pandya@gmail.com
  • LinkedIn

Professional Summary

• Data Scientist with > 4 years of experience working on datasets with 100+ million rows.

• Experience building time-series models at scale using both conventional techniques like ARIMA and deep learning techniques like LSTM.

• Productized predictive (XGBoost/CatBoost/LightGBM), recommendation and clustering models.

• SQL, Tableau proficiency.

• ML-based optimizations led to reduced efforts from 6 weeks to 2 hours significantly boosting ROI for the company.

• 2 papers published:

  • Named Entity Recognition: A Survey for Indian Languages
  • Hindi Named Entities Recognition (NER) using Natural Language Processing and Machine Learning

• Working knowledge of AML and Fraud Detection systems.