Data & Technology
Built experience across software, web, reporting, dashboards, and data-related projects.
Item Response Theory Evaluation
Graduate thesis evaluating mental health sentiment scales using EFA, CFA, GRM, and DIF analysis.
DATA ANALYST · STATISTICS · BUSINESS INTELLIGENCE
Turning data into clear insights and better decisions
Hi, I’m Amzad Hossain, a Data Analyst with 10+ years of experience working with data, dashboards, reporting, and technology. I use SQL, Power BI, Excel, Python, and R to turn complex data into practical business insights.
10+ yrs data & technology experience
About Me
Data analysis, statistics, reporting, and business intelligence with a practical approach.
Hello there
I’m Amzad — a Data Analyst who enjoys finding the story behind the numbers.
My background combines data analytics, software and web technology, reporting, and graduate-level statistics. I enjoy cleaning and understanding data, building useful dashboards, and communicating results in a way that business and technical teams can use.
I recently completed my M.S. in Statistics & Analytics at the University of Arkansas. My graduate thesis focused on evaluating mental health sentiment scales using Item Response Theory, including exploratory and confirmatory factor analysis, graded response modeling, and differential item functioning analysis.
SQL
Querying, joining, validating, and transforming data for analysis and reporting.
Power BI
Interactive dashboards, business reporting, KPIs, and data visualization.
Excel
Advanced analysis, reporting, formulas, automation, and VBA.
Python & R
Statistical analysis, data preparation, modeling, and reproducible workflows.
Procurement Analytics
Worked with e-GP procurement data and reporting while continuing hands-on analytics work.
M.S. Statistics & Analytics
Graduate study at the University of Arkansas with advanced statistical and analytics training.
Data Analyst
Focused on Data Analyst, BI Analyst, and Business Systems opportunities in the U.S.
“Good analysis makes complex data easier to understand, act on, and trust.”
Technical Skills
A practical analytics toolkit for data preparation, analysis, visualization, and reporting.
SQL & Data
StrongSQL, Oracle, data extraction, cleaning, transformation, validation, relational data, and reporting workflows.
Power BI & Visualization
StrongPower BI dashboards, KPI reporting, visual storytelling, data exploration, and stakeholder-focused reporting.
Statistics
AdvancedStatistical modeling, EFA, CFA, Item Response Theory, regression, measurement, and research analysis.
Python & R
StrongData manipulation, statistical analysis, visualization, modeling, and reproducible research.
Excel & VBA
AdvancedAdvanced Excel analysis, formulas, data preparation, reporting, and workflow automation with VBA.
Cloud & Tools
WorkingAWS/S3, DBeaver, Hue, Jupyter, Linux, Git, and modern data-development environments.
Analytics Toolbox
- SQL, Oracle, DBeaver, Hue
- Power BI, Excel, VBA
- Python, R, Jupyter
- AWS/S3, Linux, Git
I combine technical data skills with statistical thinking: first understand the data, then build a reliable analysis, and finally communicate the result in a form that people can use.
Resume
Selected experience, education, and competencies.
Professional Experience
More than nine years of data-related and technology experience across analytics, reporting, dashboards, and software projects.
Data Analyst
UPSKILL CONSULTANCY
2026 - Present
Support data collection, cleaning, validation, dashboards, visualizations, SQL analysis, and reporting in a remote analytics role.
Data & Analytics Professional
Dnet / e-GP Procurement Analytics
2023 - 2024
Worked with procurement-related data and analytics, contributing to data-driven reporting and analysis for e-GP projects.
Data / Dashboard & Technology Roles
SEBPO Bangladesh / Moody’s Analytics Team
2014 - 2024
Supported data pulling, dashboard maintenance, development, reporting, and technology projects for analytics-focused teams.
Educational Background
Graduate training in statistics and analytics combined with a technology-focused academic foundation.
2026
M.S. in Statistics & Analytics
University of Arkansas
Graduate study in statistics and analytics. Thesis: “Item Response Theory Evaluation of Mental Health Sentiment Scales.”
2008
Bachelor’s in Mathematics
Jagannath University, Bangladesh
Academic foundation supporting a long-term career across information technology, data, and analytics.
Core Competencies
Skills I bring to Data Analyst, BI Analyst, and analytics-focused business roles.
Data & Analytics
Business Intelligence
Programming & Platforms
Portfolio
Selected analytics projects demonstrating statistics, visualization, reporting, and data problem-solving.
- All Projects
- Power BI
- Statistics
- Data Analytics
Power BI Dashboard
Business-focused dashboard concepts for KPIs, trends, performance monitoring, and decision support.
Procurement Data Analytics
Data analysis and reporting related to e-GP procurement data and operational insights.
Data Visualization & Reporting
Clear visual reporting designed to make business and operational data easier to understand.
SQL Data Analysis
Data extraction, joins, validation, transformation, and analysis for reporting and decision-making.
Statistical Analysis
Applied statistical methods for research, measurement, modeling, and evidence-based interpretation.
What I Do
Analytics services and capabilities I can bring to a team or project.
Data Analysis
Clean, transform, explore, and analyze data to identify patterns, trends, and useful business insights.
Power BI Dashboards
Build clear dashboards and KPI reports that help teams monitor performance and make informed decisions.
SQL & Data Preparation
Extract, join, validate, and prepare data from relational sources for analysis and reporting.
Statistical Analysis
Apply statistical methods to research and business questions and communicate results clearly.
Excel & Reporting
Create analysis-ready spreadsheets, reports, recurring workflows, and practical data summaries.
Business Insights
Translate technical analysis into concise findings, recommendations, and decision-ready communication.
Frequently Asked Questions
A few quick answers about my background and work.
01
What type of roles are you looking for?
I am interested in Data Analyst, Business Intelligence Analyst, Business Systems Analyst, and related analytics roles where I can use SQL, Power BI, statistics, Excel, Python, and R.
02
What is your educational background?
I completed an M.S. in Statistics & Analytics at the University of Arkansas, with a thesis focused on Item Response Theory and mental health sentiment scales.
03
What tools do you use most?
My main tools include SQL, Power BI, Excel/VBA, Python, R, Oracle, DBeaver, Hue, Jupyter, AWS/S3, and Linux.
04
Can you work with both business and technical teams?
Yes. My background across data, software, dashboards, and graduate statistics helps me communicate between technical details and practical business needs.
05
Are you open to connecting about an opportunity?
Yes. If you are hiring for an analytics or business intelligence role, I would be glad to connect and discuss how my experience could support your team.
Contact
Interested in working together or discussing an analytics opportunity?
Let's Connect
Send me a message about a Data Analyst, BI, analytics, or data project opportunity.