Data Scienstist at EconAI currently working on Geospatial Data & Time Series Forecasting
- Skills: Machine Learning, Time Series Forecasting, Geospatial Data, Option Pricing, NLP, Semantic Segmantation
- Personal Interest: Financial Markets, Decentralized Finance (DeFi) Protocols, Reinforcement Learning Algorithms
- Tools: Python, R, SQL, Stata, PowerBI, Neo4j, MongoDB, Docker
- Exploring Feature Encoding Impact on Temporal Difference Learning How does different feature encoding strategies affect the learning of value functions when using Approximate Policy Iteration (API)?
- California Road Construction Safety Analysis: How does road construction causally impact traffic accident rates?
- Python Library Design: Built scalable and functional library for a predictive analytics task using naive models.
- Airline Database Modeling: Designed and implemented a backend database system for a fictional airline aiming to modernise its flight bookings, customer management, and operational processes.
- Mapping Political Parties Ideological Position: A machine learning approach to classify European political parties’ based on their manifesto.
- Template HR Dashboard: Power BI dashboard for a HR department addressing issues related to talent retention.
- Geospatial Projects Repository: General repository cointaining spatial analysis techniques, visualization methods, and applications of geospatial data in economic research.
- Solana Blockchain Overview: Stateless L1 model to modernise payment systems?