Hello, I'm Emon Roy.

Transforming Data into Intelligence & Ideas into Reality.

Computer Science Graduate specializing in Data Analytics, Data Engineering, and Scalable Software Solutions.

Get in Touch View Work


class Data_Analytics:
    def __init__(self):
        self.name = "Emon Roy"
        self.role = "Data Analytics Specialist"
        self.stack = ["Python", "SQL", "Excel"]
    
    def solve(self, problem):
        return data_driven_solution(problem)

About Me

Data-driven recent Master’s Graduate in Computer Science with 3+ years of industry experience and 2 years of academic research in AI/ML.

Expertise in architecting robust data pipelines and reporting systems using Python, SQL, and statistical modeling. I focus on building repeatable workflows and automated dashboards that turn messy operational data into insight led recommendations. I excel at translating technical complexity into clear strategic narratives for stakeholders, ensuring data remains a core asset for decision making.

GitHub

Resume

Toronto, ON

Education

M.Sc in Computer Science ( Specialization in Artificial Intelligence )

Ontario Tech University Oshawa, ON

Dec 2025

3.92 CGPA / 4.30

Relevant Coursework

Machine Learning Advanced Software Design IT Security Research Methods Collaborative Design

Highlights

Funded Research Position
Thesis-Based AI Program

B.Sc in Computer Science & Engineering

North South University Dhaka, Bangladesh

Aug 2020

3.67 CGPA / 4.00

Relevant Coursework

Data Structures & Algorithms Software Engineering Database Management Probability & Statistics Linear Algebra Algorithm Design

Highlights

Awarded 50% Merit Scholarship
Distinction: Magna Cum Laude

Experience

Dec 2020 – Aug 2023

Application & Database Administrator

IFIC Bank PLC

Successfully delivered an E-Signature solution for the bank’s HR Division that allowed staff members to easily collect and upload client signatures resulting in a significant reduction in the bank’s admin approval turnaround time by 60%.
Spearheaded the development of the bank’s branch affairs repository system across its branches that allowed its members to quickly access and report on all end of day bank affairs including summary transactions.
Administered and supported Oracle databases for banking applications using SQL/PL-SQL, resolving production incidents and completing data validation checks that reduced recurring data issues by 30%.
Assisted with performance tuning and query optimization using TOAD, reducing report query runtime by 40% and improving operational reporting reliability by 25%.
Automated HRIS reporting by delivering 10+ Power BI dashboards, resulting in a 35% increase in operational efficiency for analytics stakeholders.
Led the research and development on different banking applications and provide on-time technical support and feedback to the branch & sub-branch employees at request.

Sep 2023 – Dec 2025

Graduate Research Assistant - Imaging Lab

Ontario Tech University

Researched transformation-invariance properties of Grad-CAM in Convolutional Neural Networks.
Conducted a systematic investigation of Grad-CAM robustness under image transformations (rotation, zoom, X/Y shift) across deep CNN architectures.
Applied the experimental pipeline to medical imaging data to evaluate malignant-region localization consistency in Grad-CAM heatmaps.
Analyzed performance discrepancies and proposed heatmap-averaging techniques to improve reliability across transformed inputs.
Presented results via statistical visualizations and co-authored a paper accepted at CVIS 2024 (poster).

Sep 2023 – Present

Graduate Teaching Assistant

Ontario Tech University

Delivered engaging lectures on Scientific Data Analysis, Software Systems Development & Integration, Introduction to Programming, Algorithm Analysis & Design, and Software Quality Assurance to classes of 50+ students, boosting midterm exam averages from 75% to 86%.
Designed and led interactive tutorials and laboratory sessions, increasing first-attempt pass rates on algorithmic problem sets from 62% to 84% through quick-quiz checkpoints and hands-on examples.
Proctored exams and provided timely, accurate grading and constructive feedback, driving course-evaluation ratings up from 4.0 to 4.6 out of 5, with 92% of students citing “clarity of instruction” as a strength

Certifications

Google Data Analytics Certificate

Foundational training in data cleaning, analysis, visualization, spreadsheets, SQL, and R for data-driven decision-making.

In Progress

Microsoft Excel Professional Certificate

Advanced data management, interactive dashboards, and automation using VBA and AI-powered Microsoft Copilot.

In Progress

Power BI Analyst Professional Certificate

Data ETL, DAX modeling, interactive dashboards, and Power BI Service deployment.

In Progress

Tableau BI Analyst Professional Certificate

Tableau Prep data cleaning, spatial analytics, and the design of interactive dashboards for stakeholder storytelling.

In Progress

Featured Projects

Customer Insights and Predictive Analytics

Analyze campaign performance, customer behavior, and conversion trends, while preparing reporting-ready datasets and dashboards for business insights.

PythonSQLPower BI

Risk Monitoring and Forecasting Analytics

Monitor payment behavior, analyze risk trends, prepare reporting-ready datasets, and support forecasting and dashboard based decision making.

SQLPythonETL

Publications & Research

Bug Severity Classification

IEEE

A Contrastive Learning Approach to Bug Severity Classification with Large Language Model (LLM) Embeddings.

View Publication

Transformation Invariant Grad-CAM

Thesis

Investigated transformation invariance properties of explainable AI techniques across image transformations using CNN architectures.

View Publication

Technical Expertise

Languages

PythonC/C++JavaSQL

Analytics, BI & Reporting

Power BITableauLookerExcelA/B Testing Forcasting

Data Pipelines & Integration

Microsoft SSISApache AirflowAzure Data FactoryETL/ELT

Deployment & Cloud

AWS/AzureDockerJenkinsKubernetesFastAPIGitCI/CD

Databases & Warehousing

MySQLOracleSnowflake

Get In Touch

I am always open to discussing new projects, creative ideas, or opportunities to be part of your visions.

Email Me LinkedIn 647-858-7266