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#
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#
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#
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
Market Expansion Strategy using Linear Programming
·1 min
Operations Research
Operations Research
Linear Programming
Optimization
Python
Business Strategy
Mathematical Modeling
Dianping Business Data Scraping and Analysis
·2 mins
Data Engineering
Web Scraping
Python
Data Mining
Business Analytics
BeautifulSoup
Data Pipeline