Zulkarnain Saurav — Machine Learning Researcher & Software Engineer
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Zulkarnain Saurav.ML Researcher &Software Engineer.

I am a Computer Science and Engineering graduate focused on machine learning research and intelligent systems.

My research interests include multimodal learning, federated learning, continual learning, computer vision, and robust learning under heterogeneous and evolving data.

Alongside research, I build and deploy production software systems, combining research-oriented ML work with practical engineering experience.

Machine LearningMultimodal LearningFederated LearningContinual LearningComputer Vision
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Research & Publications

Current research direction and published academic literature.

Ongoing
Current Research Direction

Multimodal Federated Continual Learning

Application: Agricultural Yield Prediction

In Progress
2024

Pruning-Based Ensemble Tree for Multi-Class Classification

Published
2023

A New Method for Learning Decision Tree Classifier

Published
2023

Federated Learning-based Movie Genre Prediction from Multimodal Content by Using Deep Learning

Published
2023

Unveiling Patterns in Imbalanced Text Datasets Empowering Deep Neural Networks for Classification

Published

Machine Learning Projects

Applied machine learning, deep learning architectures, and dataset preparation.

Research-Oriented ML

Text-Based Movie Genre Classification

Classified movie genres from plot summaries using BERT-derived representations and a CNN classifier.

BERTCNNAdamWText Classification

Movie Genre Image Classifier

Image-based movie genre classification using transfer learning and image preprocessing.

PyTorchVGG16Computer VisionEvaluation

Multimodal Movie / Series Dataset

Prepared multimodal data combining visual information and textual plot summaries.

Multimodal LearningDataset Preparation

Data & Applied ML

Customer Purchase Data Analysis

Analyzed customer behavior and purchase patterns using data cleaning and exploratory analysis techniques.

PandasData CleaningExploratory AnalysisBehavioral Patterns

Superstore Sales & RFM Segmentation

Segmented customers based on RFM analysis, applying complex data transformations via database queries.

MySQLData TransformationRFM AnalysisCustomer Segmentation

Software Engineering & Product Development

Applications and web platforms I have designed and developed.

Tamim Group

Corporate Website · Production

Corporate web platform developed for Tamim Group of Companies.

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Deshi Meat

Brand & Product Platform · Production

Brand and product platform for Deshi Meat, covering products, processing, food safety and B2B supply.

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Tamim Integrated Farms

Corporate Website · Production

Corporate web presence developed for Tamim Integrated Farms.

Visit website

Paonika

Personal Finance · Full-Stack Application

Personal finance and ledger application for managing expenses, lending and borrowing.

Visit project

Professional Experience

Professional experience spanning software engineering, AI/data evaluation, and real-world technology systems.

2024 — Present

Full Stack Web Developer

Tamim Group of Companies

Developing and maintaining production web platforms and internal business systems, with responsibilities spanning frontend development, backend systems, databases, deployment, and infrastructure.

Next.js · React · TypeScript · Tailwind CSS · Supabase · Cloudflare · Vercel · Database Systems

2023 — 2024

English Search Relevance Annotator

Lionbridge · Remote

Evaluating search results and multimedia content for relevance, intent, quality, and consistency within structured annotation workflows.

Search Relevance · Data Annotation · Query Intent · Image Evaluation · Audio Evaluation · Quality Assessment

2021 — 2023

Personalized Internet Assessor — Bengali

TELUS International · Remote

Evaluating search results and online content against relevance, quality, and task-specific assessment guidelines.

Search Evaluation · Quality Assessment

Education & Technical Foundation

Formal academic qualifications and core technical competencies.

2019 — 2023
Undergraduate Degree

B.Sc. in Computer Science & Engineering (Major in Data Science)

United International University · Dhaka, Bangladesh

CGPA: 3.71 / 4.00

2017 — 2019

Higher Secondary Certificate (HSC)

Govt. Shah Sultan College, Bogura · Bogura, Bangladesh

GPA 5.00

2015 — 2017

Secondary School Certificate (SSC)

Bogra Zilla School, Bogra · Bogra, Bangladesh

GPA 5.00

Technical Capabilities

MACHINE LEARNING / DATA

Python · Machine Learning · Data Science · Pandas · Data Collection · Data Processing · Data Analysis · Data Visualization

DEEP LEARNING / AI

PyTorch · Deep Learning · BERT · CNN · VGG16

SOFTWARE ENGINEERING

C · MySQL · React · CSS · Tailwind CSS · Git · LaTeX

INFRASTRUCTURE

Domain Management · Hosting · Mail-server Administration

Certifications & Credentials

IBM Data Science Specialization

Issued by IBM

Verify Credential
Curriculum Vitae

Academic & Professional Background

Academic history, research experience, technical work, publications, and selected projects.

Download Full CV (PDF)

Research, Collaboration & Inquiries

Open to discussions regarding graduate research opportunities (MSc/PhD) in Machine Learning, Multimodal Learning, Federated Learning, and Robust AI.

I welcome inquiries from prospective supervisors, research groups, and collaborators regarding graduate research opportunities.

Direct Emailzulkarnain.saurav@gmail.com
Phone+880 1615 201545
GITHUBgithub.com/zsaurav007
SCHOLARGoogle Scholar Profile