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Open to PhD Positions · Europe 2025–26

Meharaz
Hossain

Database Developer · Data Scientist · Researcher with 2+ years of industry experience and 9 peer-reviewed IEEE & Springer publications in NLP, Machine Learning, and Public Health Informatics. MSc GPA 3.93/4.0. Bridging data engineering and cutting-edge AI research.

meharazhossaindiu@gmail.com
meharaz@bdjobs.com
+880 1860585081
54/A West Madartek, Bashaboo, Dhaka-1214, Bangladesh
View Publications BI Portfolio
Research Output
9
Published Papers
3+
Conferences
2+
Yrs Research
Academic Excellence
3.93
MSc GPA / 4.0
3.90
BSc GPA / 4.0
4×
Dean's List
Research Interests
Machine LearningNLPDeep Learning Public HealthBig DataBERT Predictive AnalyticsLabour Market

Work History

Professional Experience

Database Developer
Apr 2023 – Present
Bdjobs.com Limited — 8th Floor, BDBL Building, Kawran Bazar, Dhaka-1215
  • Designed and optimized stored procedures, views, and complex database objects in MS SQL and MongoDB
  • Developed Python scripts for data analysis, visualization, and reporting to support business decision-making
  • Managed big data handling and extraction, optimizing query performance across SQL and NoSQL databases
  • Built ETL workflows using SSIS and visualized data with Power BI for insightful executive-level reports
  • Collaborated with stakeholders to identify business needs and implement robust data integrity solutions
  • Managed database security, backup schedules, and SQL Agent job automation
MS SQL ServerMongoDBSSIS ETL Power BIPythonT-SQLGCP
Research Assistant
Jan 2024 – Dec 2024
Daffodil International University — Dhaka, Bangladesh
  • Conducted NLP and ML research under supervision of Assistant Professor Abdus Sattar
  • Attended international research seminars and contributed to advanced NLP/ML methodology discussions
  • Collected and processed real-time datasets from multiple sources for experimental analysis
  • Performed statistical data analysis and applied multiple visualization techniques to extract key insights
  • Collaborated with team to develop and evaluate data-driven research solutions for complex problems
NLPMachine LearningBERT PythonPySparkBig Data
Teaching Assistant
Jan 2021 – Apr 2022
Daffodil International University — Dhaka, Bangladesh
  • Conducted lab sessions for Database Management, Machine Learning, and Networking courses
  • Assisted students in understanding complex topics, debugging code, and completing assignments
  • Supervised and mentored students on academic projects throughout their lifecycle
  • Guided two real-time varsity projects: Smart Students School and Smart Exam System
  • Integrated real-world concepts into academic coursework promoting hands-on learning
Database ManagementMachine Learning NetworkingMentoring

Peer-Reviewed Research

Publications & Research

9
Peer-Reviewed Conference Papers Published
IEEE · Springer · ICDAI · ICCIT · ICISET
1
Conference Paper · Springer LNNS · Sep. 2025
The significance of fresher job fair: Experimental insights from Bangladesh
S. A. Pias, M. Hossain, and M. M. Hossain — Int. Conf. Data Analytics and Insights (ICDAI 2024), Lecture Notes in Networks and Systems, Vol. 1234, Springer.
Job MarketPredictive AnalyticsBangladeshSpringer
Springer Book
2
IEEE Conference Paper · ICISET 2024
Enhancing Job Matching Through Natural Language Processing: A BERT-based Approach
S. A. Pias, M. Hossain, H. Rahman, M. M. Hossain — ICISET 2024, Chittagong, Bangladesh, pp. 1–6
DOI: 10.1109/ICISET62123.2024.10939860
NLPBERTJob MatchingIEEE
IEEE Xplore
3
IEEE Conference Paper · ICISET 2024
A Deep Learning and Machine Learning Approach to Crop Recommendation for Sustainable Farming in Bangladesh
M. Hossain, S. A. Pias, M. M. Hossain — ICISET 2024, Chittagong, Bangladesh, pp. 1–6
DOI: 10.1109/ICISET62123.2024.10941184
Deep LearningCrop RecommendationSustainable FarmingIEEE
IEEE Xplore
4
IEEE Conference Paper · 27th ICCIT 2024
Predicting Job Eligibility for Fresh Graduate Engineers in Bangladesh Using Machine Learning
M. Hossain, M. M. Nishu, A. Sattar — 27th ICCIT 2024, Cox's Bazar, Bangladesh, pp. 1446–1451
DOI: 10.1109/ICCIT64611.2024.11021748
Machine LearningGraduate EmployabilityICCIT
IEEE Xplore
5
IEEE Conference Paper · 27th ICCIT 2024
Analyzing Migration Patterns of Engineers in Bangladesh Using Data Analytics
M. M. Nishu, M. Hossain, A. Sattar — 27th ICCIT 2024, Cox's Bazar, Bangladesh, pp. 843–848
DOI: 10.1109/ICCIT64611.2024.11022042
Data AnalyticsMigrationLabour Market
IEEE Xplore
6
IEEE Conference Paper · 27th ICCIT 2024
Exploratory Data Analysis of Dengue Outbreaks in Bangladesh: Temporal and Spatial Trends from Positive Case Data
M. Hossain, M. M. Nishu — 27th ICCIT 2024, Cox's Bazar, Bangladesh, pp. 1063–1068
DOI: 10.1109/ICCIT64611.2024.11022020
Public HealthDengueSpatial AnalysisEDA
IEEE Xplore
7
IEEE Conference Paper · 27th ICCIT 2024
Data-Driven Insights into Smoking Habits Among Students in Bangladesh: A Qualitative Analysis
M. Hossain, M. M. Nishu — 27th ICCIT 2024, Cox's Bazar, Bangladesh, pp. 849–854
DOI: 10.1109/ICCIT64611.2024.11022459
Public HealthBehavioural AnalyticsStudents
IEEE Xplore
8
IEEE Conference Paper · 27th ICCIT 2024
Data Analytics for Forecasting Labor Market Dynamics in Bangladesh: A Category-wise Analysis
M. Hossain, M. M. Nishu — 27th ICCIT 2024, Cox's Bazar, Bangladesh, pp. 980–985
DOI: 10.1109/ICCIT64611.2024.11022057
Labour MarketForecastingData Analytics
IEEE Xplore
9
IEEE Conference Paper · 27th ICCIT 2024
Leveraging Data Analytics for Gender Equality in the Bangladesh Job Market
M. Hossain, S. A. Pias, M. M. Nishu, N. J. Tithi — 27th ICCIT 2024, Cox's Bazar, Bangladesh, pp. 798–803
DOI: 10.1109/ICCIT64611.2024.11022052
Gender EqualityJob MarketSocial Analytics
IEEE Xplore

Built & Deployed

Projects & Systems

Research · NLP
Job Matching Score System

NLP-based BERT matching score feature built for Bdjobs.com — Bangladesh's largest job site — processing live job postings and profiles for accurate real-time recruitment matching at scale.

BERTNLPPythonBdjobs
System Design
Smart E-School (VoiS)

Fully web-based automated system tracking student activities and delivering real-time email/SMS notifications. Monitors academic engagement and accomplishments with a proactive approach.

Data AnalysisSystem DesignData Management
EdTech · Automation
Smart Exam System

Online exam system automating homework and assessments, monitoring student progress with real-time feedback, and streamlining the end-to-end educational evaluation process.

System DesignData ManagementAutomation

Business Intelligence

Power BI Dashboards

Power BI · 01
Bdjobs MIS Report

Multi-dimensional executive dashboard tracking logins, CV views, and application stats for performance benchmarking.

Power BI · 02
LinkedIn Analytics Report

Comprehensive analysis of user activity, engagement metrics, and growth trends via LinkedIn data integration.

Power BI · 03
Pro Feature Impact Analysis

Deep-dive into candidate-employer messaging behavior and premium service adoption impact metrics.

Power BI · 04
Corporate Activity Report

Tracking company job posting activity, attendance data, and candidate engagement effectiveness over time.

Power BI · 05
Awards & Usage Analysis

Analyzing user engagement with achievement badges and accomplishment score features in candidate CVs.

Capabilities

Technical Expertise

Databases & Query
MS SQL ServerT-SQLMongoDBNoSQLGCP
Analytics & BI
Power BIDAXSSIS ETLData WarehousingData Modeling
Programming & AI/ML
PythonRSQLPySparkMachine LearningDeep LearningNLPBERT
Infrastructure & Research
Query OptimizationIndexingBackup & RecoveryBig DataStatistical Analysis
MS SQL Server / T-SQL95%
Power BI & DAX92%
SSIS ETL Pipelines88%
Python / Data Analysis87%
Machine Learning / NLP84%
BERT / Deep Learning79%
MongoDB / NoSQL78%
PySpark / Big Data75%

Recognition

Awards & Achievements

Dean's List Scholarship — BSc (4 years)
Awarded consecutively 2019–2022 for outstanding academic performance at Daffodil International University.
Dean's List Scholarship — MSc (2 years)
Awarded 2023–2024 for excellent academic performance in the MSc Data Science programme.
9 IEEE & Springer Publications
Published at ICCIT, ICISET, and ICDAI 2024 on NLP, ML, public health, and labour market analytics.
Member — DIU NLP & ML Club
Active contributor to NLP and machine learning research initiatives and knowledge-sharing at university level.
ICPC Participation — 2021
Competed in the International Collegiate Programming Contest, demonstrating algorithmic problem-solving under pressure.
DIU Take-off Programming Contest — 2020
Participated in the university-level competitive programming contest, showcasing coding proficiency and analytical thinking.

Academic Background

Education & Certifications

Degrees

MSc in Computer Science & Engineering — Major: Data Science
Thesis: Enhancing Fresher's Job Seeker Success at Bangladesh Job Fairs: A Machine Learning Approach to Predictive Analytics · Advisor: Mr. Abdus Sattar
3.93 / 4.0
Daffodil International University, Dhaka · Jul 2023 – Dec 2024
BSc in Computer Science & Engineering
Project: DIU Students Help Portal · Advisor: Dr. MD Tarek Habib
3.90 / 4.0
Daffodil International University, Dhaka · Jan 2019 – Dec 2022

Certifications

SQL, Python & Data Analysis
Ai Quest
Machine Learning & Big Data
Ai Quest

Memberships & Activities

Member — DIU NLP and Machine Learning Club
ICPC — International Collegiate Programming Contest (2021)
DIU Take-off Programming Contest Spring (2020)
Research Profiles

Available on Google Scholar, LinkedIn, and ResearchGate. Full publication list with DOIs and citation data available on request.

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