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My Projects

Table of Contents
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
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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
·5 mins
Statistical Modeling Bayesian Modeling Spatial Statistics Gaussian Processes Vecchia Approximation NNGP R
Poverty Prediction using Census Data and Machine Learning
·5 mins
Data Science Machine Learning R PCA Clustering Predictive Modeling Census Data
Time Series Forecasting on San Francisco Airport Data
·5 mins
Data Science Time Series Analysis SARIMA R Forecasting Statistical Modeling Airport Analytics
Understanding Critical Factors of Minority Students in Higher Education
·3 mins
Data Science Statistical Analysis R Data Visualization Education Research Regression Analysis
Named Entity Recognition with Transformers in PyTorch
·4 mins
“Deep Learning” “NLP” “Transformers” “Named Entity Recognition” “PyTorch” “HuggingFace”

⚙️ Data Engineering & Intelligent Systems
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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
·5 mins
FAISS GPT RAG CodeSearchNet Information Retrieval Semantic Search FastAPI Streamlit Course Project
Building a Project Management Tool: Django CRUD with PostgreSQL and ETL Integration
·7 mins
Django PostgreSQL CRUD Bootstrap Pentaho Kettle ETL Project Management Web Development
Azure Speech-to-Text Transcription Service
·3 mins
Cloud Computing Azure Cloud Computing Speech Recognition Python Cognitive Services REST API
Dianping Business Data Scraping and Analysis
·2 mins
Data Engineering Web Scraping Python Data Mining Business Analytics BeautifulSoup Data Pipeline

🎯 Optimization & Decision Science
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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
·7 mins
Mathematical Modeling Optimization Numerical Methods Quasi-Newton BFGS L-BFGS MATLAB
Market Expansion Strategy using Linear Programming
·1 min
Operations Research Operations Research Linear Programming Optimization Python Business Strategy Mathematical Modeling
Bayesian Spatial Modeling of Birth Weight in Bangladesh
·5 mins
Statistical Modeling Bayesian Modeling Spatial Statistics Gaussian Processes Vecchia Approximation NNGP R
Impact of Memory Size on Quasi-Newton Methods
·7 mins
Mathematical Modeling Optimization Numerical Methods Quasi-Newton BFGS L-BFGS MATLAB
Named Entity Recognition with Transformers in PyTorch
·4 mins
“Deep Learning” “NLP” “Transformers” “Named Entity Recognition” “PyTorch” “HuggingFace”
Optimizing Wind Power Plant Locations in Iran Using DEA
·5 mins
DEA Optimization Renewable Energy Wind Power Iran Sustainability Energy Planning
RAG-Powered Code Search: A Course Project on Semantic Code Retrieval
·5 mins
FAISS GPT RAG CodeSearchNet Information Retrieval Semantic Search FastAPI Streamlit Course Project
Building a Project Management Tool: Django CRUD with PostgreSQL and ETL Integration
·7 mins
Django PostgreSQL CRUD Bootstrap Pentaho Kettle ETL Project Management Web Development
Understanding Critical Factors of Minority Students in Higher Education
·3 mins
Data Science Statistical Analysis R Data Visualization Education Research Regression Analysis
Poverty Prediction using Census Data and Machine Learning
·5 mins
Data Science Machine Learning R PCA Clustering Predictive Modeling Census Data
Azure Speech-to-Text Transcription Service
·3 mins
Cloud Computing Azure Cloud Computing Speech Recognition Python Cognitive Services REST API
Time Series Forecasting on San Francisco Airport Data
·5 mins
Data Science Time Series Analysis SARIMA R Forecasting Statistical Modeling Airport Analytics