Available — Immediate Joining

Tansiv
Jubayer

Data Analyst  ·  AI Professional  ·  Computer Science Engineer

Computer Science graduate from East West University, Dhaka, specializing in Data Science. Published in Springer & IEEE — agricultural AI, seismic prediction, plant conservation, and sustainable energy. Seeking industry roles, PhD programs, and research partnerships.

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Tansiv Jubayer — Data Analyst & AI Professional
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  Khilgaon, Dhaka  ·  Open to Relocation
01 — About Me

Data Analyst.
Engineer. Problem Solver.

Computer Science graduate from East West University, Dhaka, specializing in Data Science. Over two years of hands-on research experience across 3 projects and 1 academic thesis, with findings published in Springer and IEEE proceedings.

My work spans agricultural disease detection, earthquake magnitude prediction, endangered plant classification, and sustainable energy forecasting — each grounded in real data and measurable outcomes.

I have coordinated projects, communicated with international collaborators, and prepared executive reports. My documentation workflow improvements delivered a 40% efficiency gain across concurrent research projects. I work well independently and within teams, taking full ownership of tasks.

Nationality Bangladeshi
Availability Immediate
Relocation Open to All
Languages Bangla (Native) · English (Fluent)

Current Focus

ML pipelines, transformer-based vision models, and explainable AI applied to real datasets — agriculture, energy, and conservation.

Career Objective

A data analyst or research role where I can turn complex data into clear, actionable decisions — in industry, academia, or both.

Team Profile

Experienced in coordinating research teams, managing timelines, writing reports, and translating technical findings for different audiences.

Research Areas

Agricultural AI · Disaster Prediction · Biodiversity Conservation · Sustainable Energy · XAI (SHAP, LIME, Grad-CAM)

02 — Expertise

Skills & Technical Stack

Tools and methods I use regularly — from raw data to model deployment and research writing.

Programming

PythonSQLC / C++HTML/CSS/JS

ML / DL Frameworks

TensorFlowPyTorchScikit-learnKeras

Data Analysis & Viz

PandasNumPyMatplotlibSeabornExcelPower BI

Research Methods

Computer VisionXAISHAPLIMEGrad-CAMStatistical Modeling

Tools & Platforms

Git / GitHubJupyterGoogle ColabKaggleLaTeXMS Office

Professional Skills

Project ManagementTeam CoordinationTechnical WritingRisk AssessmentProcess Optimization
03 — Research

Publications & Research Work

4 peer-reviewed publications across Springer LNNS and IEEE conference proceedings.

Springer2025
01

Detection of Sugarcane Leaf Diseases Using Custom CNN and ResNet50

Islam, M.S. et al. — Tansiv Jubayer (Co-author)
Innovations in Data Analytics. ICIDA 2024. Lecture Notes in Networks and Systems, Vol. 1410. Springer, Singapore.
DOI: 10.1007/978-981-96-6303-3_20
Springer2025
02

Earthquake Magnitude Prediction: A Survey on Machine Learning Models, Datasets, Techniques, Challenges, and Future Directions

Islam, M.S. et al. — Tansiv Jubayer (Co-author)
Innovations in Data Analytics. ICIDA 2024. Lecture Notes in Networks and Systems, Vol. 1410. Springer, Singapore.
DOI: 10.1007/978-981-96-6303-3_42
IEEE2025
03

REMP: A Swin Transformer-Powered Approach to Classifying Rare and Endangered Medicinal Plants

S.A. Alfi et al. — Tansiv Jubayer (Co-author)
IEEE ICQPAI 2025, Bangladesh. Model accuracy: 98.46%. Swin Transformer applied to rare plant classification under limited sample conditions.
DOI Pending — IEEE Xplore
IEEEThesis2025
04

Comparative Forecasting of Sustainable and Green Energy Demand Across Bangladesh

Tansiv Jubayer — Lead Author (Academic Thesis)
IEEE COMPAS 2025, Bangladesh. Comparative forecasting models for Bangladesh's sustainable energy sector.
DOI Pending — IEEE Xplore
04 — Education

Academic Background

2021 – 2025
B.Sc. in Computer Science & Engineering
East West University
  A/2 Jahurul Islam City, Aftabnagar, Dhaka-1212 · Specialization: Data Science
Thesis: Comparative Forecasting of Sustainable and Green Energy Demand Across Bangladesh
Key Courses: Artificial Intelligence · Machine Learning · Digital Image Processing · Database Management · Statistics & Probability · IT Project Management · Data Communication
CGPA: 2.66 / 4.00
2018 – 2020
Higher Secondary Certificate (HSC) — Science
Ideal College
  Dhanmondi, Dhaka · Dhaka Board
GPA: 4.50 / 5.00
2013 – 2018
Secondary School Certificate (SSC) — Science
Motijheel Model School & College
  Dhaka-1000 · Dhaka Board
GPA: 4.50 / 5.00
05 — Credentials

Certifications & Training

Professional credentials from internationally recognized publishing bodies and training platforms.

Published Author — International Conference Proceedings

Springer · IEEE
ICIDA 2024 · QPAIN 2025 · COMPAS 2025

Data Analyst Professional Track

Ostad
Ongoing

Project Management Fundamentals

Simplilearn
2024

Prompt Engineering & AI Applications

Simplilearn
2024

NLP & Text Mining

Simplilearn
2024
More In Progress
06 — Blog & Insights

Thoughts on AI & Data

Coming soon — technical write-ups, research reflections, and practical guides on machine learning and data science.

Coming Soon
Deep Learning

Swin Transformers: Why Shifted Windows Changed Computer Vision

A breakdown of the architecture behind our MEMP paper — windowed attention, patch merging, and how we hit 98.46% accuracy on rare plant classification.

Coming Soon
Applied AI

Building a Disease Detection Model for Sugarcane: What I Learned

Lessons from training CNNs on imbalanced agricultural datasets — data collection, ResNet50 fine-tuning, and handling inter-class similarity.

Coming Soon
Research Writing

Getting a Survey Paper into Springer: My Process Start to Finish

How we structured, wrote, and submitted our earthquake prediction survey — covering literature search, writing flow, and what reviewers look for.

07 — Impact

Research Impact & Achievements

Numbers, milestones, and outcomes from two years of active research and project work.

98.46%

Peak Model Accuracy

Achieved on the REMP Swin Transformer model for rare medicinal plant classification (IEEE ICQPAI 2025) — high inter-class visual similarity, limited training samples.

40%

Efficiency Gain

Improved research documentation efficiency through standardized reporting workflows across 3 concurrent research projects.

Proficiency Snapshot
Python & Data Analysis88%
Machine Learning / Deep Learning82%
Computer Vision78%
Research Writing & LaTeX85%
Publication Venues
Springer LNNS (×2)
IEEE ICQPAI 2025
IEEE COMPAS 2025
Research Domains
Agricultural AI
Disaster Prediction
Biodiversity & Conservation
Sustainable Energy
Roles I'm Targeting
Data Analyst
ML / AI Engineer
Research Associate
PhD Researcher
Dhaka · Open to Relocation
08 — References

Academic References

Formal recommendations from faculty at East West University — signed letters available on request.

East West University — Department of Computer Science & Engineering

A/2 Jahurul Islam City, Aftabnagar, Dhaka-1212, Bangladesh
www.ewubd.edu  ·  All three referees are permanent faculty members of the CSE Department.

“
Observed consistent academic development and strong engagement throughout undergraduate studies
Solid foundation in Artificial Intelligence and Machine Learning
Thesis: "Comparative Forecasting of Sustainable and Green Energy Demand Across Bangladesh"
Skills: data-driven problem solving, analytical reasoning, consistency, and discipline
Professional, respectful — works well independently and collaboratively
Strongly recommended without reservation
Dr. Maheen Islam
Chairperson & Associate Professor
Dept. of Computer Science & Engineering, EWU
March 31, 2026
“
Instructor for Digital Image Processing (CSE438)
CGPA: 2.66 / 4.00 — academic record does not fully reflect actual capability and potential
Strong fundamental understanding; growing interest in advanced computation
Dedicated, persistent, and highly motivated to pursue meaningful research
Suitable for M.Sc. program admission
Dr. Ahmed Wasif Reza
Professor, Dept. of CSE
Dean, Faculty of Sciences & Engineering, EWU
March 31, 2026
“
Instructor for Artificial Intelligence (CSE366) and Machine Learning (CSE457)
Research: medicinal plant classification using Swin Transformer — 98.46% accuracy
Publication: "REMP: A Swin Transformer-Powered Approach…" — IEEE ICQPAI 2025
Demonstrated data preparation, model optimization, and independent research capability
Active participation, strong teamwork, reliable and disciplined
Highly suitable for graduate studies and research
Dr. Raihan Ul Islam
Associate Professor
Dept. of Computer Science & Engineering, EWU
Signed: 01/04/2024
09 — Contact

Let's Work Together

Open to Opportunities
& Collaborations

Hiring a data analyst, running a PhD program, or looking for a research collaborator? I would be glad to connect. Availability is immediate, and I am open to relocation.

Emailjtansiv@gmail.com
Phone+880 1837 011572
LinkedInlinkedin.com/in/tansiv-jubayer
ResearchGateresearchgate.net/profile/Tansiv-Jubayer
Google Scholarscholar.google.com → Tansiv Jubayer
Actively Looking

Ready to Join
Your Team or Lab

Published research credentials, two years of project experience, and a clear drive to contribute from day one — in a data role, a research lab, or a graduate program.

Full-time Industry Role
PhD / Research Program
Research Collaboration
Freelance / Consulting