My Projects
Explore my academic and professional journey through projects that demonstrate expertise at the intersection of data science, data engineering, optimization, and decision science. Each project represents a unique blend of mathematical rigor, computational innovation, and real-world impact.
"At the intersection of mathematics, computation, and real-world impact, I develop solutions that transform data into actionable insights and strategic advantage."
🔬 Data Analytics & Statistical Modeling#
Projects that leverage sophisticated statistical methods, machine learning, and spatial analysis to extract insights from complex datasets and model real-world phenomena.
Bayesian Spatial Modeling of Birth Weight in Bangladesh
·1056 words·5 mins
Poverty Prediction using Census Data and Machine Learning
·905 words·5 mins
Time Series Forecasting on San Francisco Airport Data
·925 words·5 mins
Understanding Critical Factors of Minority Students in Higher Education
·570 words·3 mins
Named Entity Recognition with Transformers in PyTorch
·706 words·4 mins
⚙️ Data Engineering & Intelligent Systems#
Full-stack solutions that combine data pipeline development, system architecture, and intelligent automation to solve complex engineering challenges.
RAG-Powered Code Search: A Course Project on Semantic Code Retrieval
·1011 words·5 mins
Building a Project Management Tool: Django CRUD with PostgreSQL and ETL Integration
·1366 words·7 mins
Azure Speech-to-Text Transcription Service
·484 words·3 mins
Dianping Business Data Scraping and Analysis
·342 words·2 mins
🎯 Optimization & Decision Science#
Mathematical optimization and decision-making frameworks that apply operations research methods to real-world resource allocation and strategic planning problems.
Impact of Memory Size on Quasi-Newton Methods
·1500 words·8 mins
Market Expansion Strategy using Linear Programming
·196 words·1 min
RAG-Powered Code Search: A Course Project on Semantic Code Retrieval
·1011 words·5 mins
Optimizing Wind Power Plant Locations in Iran Using DEA
·886 words·5 mins
Named Entity Recognition with Transformers in PyTorch
·706 words·4 mins
Impact of Memory Size on Quasi-Newton Methods
·1500 words·8 mins
Bayesian Spatial Modeling of Birth Weight in Bangladesh
·1056 words·5 mins
Building a Project Management Tool: Django CRUD with PostgreSQL and ETL Integration
·1366 words·7 mins
Poverty Prediction using Census Data and Machine Learning
·905 words·5 mins
Understanding Critical Factors of Minority Students in Higher Education
·570 words·3 mins
Azure Speech-to-Text Transcription Service
·484 words·3 mins
Time Series Forecasting on San Francisco Airport Data
·925 words·5 mins